chore(main): release 0.3.32 (#1119 )

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
fix: remove shorthand flag for topp option in add command (#1115 )
2026-03-19 03:23:47 +00:00 · 2024-05-20 09:29:10 +01:00 · 2024-05-20 09:06:35 +01:00 · 2024-05-16 16:23:41 +01:00 · 2024-05-16 15:44:41 +01:00 · 2024-05-16 15:41:07 +01:00
97 changed files with 6865 additions and 1674 deletions
--- a/.github/workflows/build_container.yaml
+++ b/.github/workflows/build_container.yaml
@@ -33,7 +33,7 @@ jobs:

    steps:
      - name: Check out code
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4

      - name: Extract branch name
        id: extract_branch
@@ -70,14 +70,14 @@ jobs:
      RELEASE_REGISTRY: "localhost:5000/k8sgpt"
    steps:
      - name: Check out code
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4

      - name: Set up Docker Buildx
        id: buildx
-        uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
+        uses: docker/setup-buildx-action@d70bba72b1f3fd22344832f00baa16ece964efeb # v3

      - name: Build Docker Image
-        uses: docker/build-push-action@4a13e500e55cf31b7a5d59a38ab2040ab0f42f56 # v5
+        uses: docker/build-push-action@2cdde995de11925a030ce8070c3d77a52ffcf1c0 # v5
        with:
          context: .
          platforms: linux/amd64
@@ -96,7 +96,7 @@ jobs:
          outputs: type=docker,dest=/tmp/${{ env.IMAGE_NAME }}-image.tar

      - name: Upload image as artifact
-        uses: actions/upload-artifact@c7d193f32edcb7bfad88892161225aeda64e9392 # v4
+        uses: actions/upload-artifact@65462800fd760344b1a7b4382951275a0abb4808 # v4
        with:
          name: ${{ env.IMAGE_NAME }}-image.tar
          path: /tmp/${{ env.IMAGE_NAME }}-image.tar
@@ -115,10 +115,10 @@ jobs:
      contents: read # Needed for checking out the repository
    steps:
      - name: Check out code
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4

      - name: Login to GitHub Container Registry
-        uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d # v3
+        uses: docker/login-action@e92390c5fb421da1463c202d546fed0ec5c39f20 # v3
        with:
          registry: "ghcr.io"
          username: ${{ github.actor }}
@@ -126,10 +126,10 @@ jobs:

      - name: Set up Docker Buildx
        id: buildx
-        uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
+        uses: docker/setup-buildx-action@d70bba72b1f3fd22344832f00baa16ece964efeb # v3

      - name: Build Docker Image
-        uses: docker/build-push-action@4a13e500e55cf31b7a5d59a38ab2040ab0f42f56 # v5
+        uses: docker/build-push-action@2cdde995de11925a030ce8070c3d77a52ffcf1c0 # v5
        with:
          context: .
          file: ./container/Dockerfile
--- a/.github/workflows/golangci_lint.yaml
+++ b/.github/workflows/golangci_lint.yaml
@@ -2,17 +2,19 @@ name: Run golangci-lint

 on:
  pull_request:
-    branches: [ main ]
+    branches: [main]

 jobs:
  golangci-lint:
    runs-on: ubuntu-latest
    steps:
      - name: Check out code into the Go module directory
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4

      - name: golangci-lint
-        uses: reviewdog/action-golangci-lint@24d4af2fc93f5b2b296229e8b0c0f658d25707af # v2
+        uses: reviewdog/action-golangci-lint@00311c26a97213f93f2fd3a3524d66762e956ae0 # v2
        with:
          github_token: ${{ secrets.GITHUB_TOKEN }}
          reporter: github-pr-check
+          golangci_lint_flags: "--timeout=240s"
+          level: warning
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -23,9 +23,9 @@ jobs:
    # Release-please creates a PR that tracks all changes
    steps:
      - name: Checkout
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
     
-      - uses: google-github-actions/release-please-action@cc61a07e2da466bebbc19b3a7dd01d6aecb20d1e # v4.0.2
+      - uses: google-github-actions/release-please-action@a37ac6e4f6449ce8b3f7607e4d97d0146028dc0b # v4.1.0
        id: release
        with:
          command: manifest
@@ -41,7 +41,7 @@ jobs:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
        with:
          fetch-depth: 0
      - name: Set up Go
@@ -49,7 +49,7 @@ jobs:
        with:
          go-version: '1.21'
      - name: Download Syft
-        uses: anchore/sbom-action/download-syft@719133684c7d294116626d1344fe64f0d2ff3e9e # v0.15.2
+        uses: anchore/sbom-action/download-syft@7ccf588e3cf3cc2611714c2eeae48550fbc17552 # v0.15.11
      - name: Run GoReleaser
        uses: goreleaser/goreleaser-action@7ec5c2b0c6cdda6e8bbb49444bc797dd33d74dd8 # v5
        with:
@@ -74,23 +74,23 @@ jobs:
      IMAGE_NAME: k8sgpt
    steps:
      - name: Checkout
-        uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+        uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
        with:
          submodules: recursive

      - name: Set up Docker Buildx
        id: buildx
-        uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
+        uses: docker/setup-buildx-action@d70bba72b1f3fd22344832f00baa16ece964efeb # v3

      - name: Login to GitHub Container Registry
-        uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d # v3
+        uses: docker/login-action@e92390c5fb421da1463c202d546fed0ec5c39f20 # v3
        with:
          registry: "ghcr.io"
          username: ${{ github.actor }}
          password: ${{ secrets.GITHUB_TOKEN }}

      - name: Build Docker Image
-        uses: docker/build-push-action@4a13e500e55cf31b7a5d59a38ab2040ab0f42f56 # v5
+        uses: docker/build-push-action@2cdde995de11925a030ce8070c3d77a52ffcf1c0 # v5
        with:
          context: .
          file: ./container/Dockerfile
@@ -104,7 +104,7 @@ jobs:
          cache-to: type=gha,scope=${{ github.ref_name }}-${{ env.IMAGE_TAG }}

      - name: Generate SBOM
-        uses: anchore/sbom-action@719133684c7d294116626d1344fe64f0d2ff3e9e # v0.15.2
+        uses: anchore/sbom-action@7ccf588e3cf3cc2611714c2eeae48550fbc17552 # v0.15.11
        with:
          image: ${{ env.IMAGE_TAG }}
          artifact-name: sbom-${{ env.IMAGE_NAME }}
--- a/.github/workflows/semantic_pr.yaml
+++ b/.github/workflows/semantic_pr.yaml
@@ -16,7 +16,7 @@ jobs:
      pull-requests: read # Needed for reading prs
    steps:
      - name: Validate Pull Request
-        uses: amannn/action-semantic-pull-request@e9fabac35e210fea40ca5b14c0da95a099eff26f # v5.4.0
+        uses: amannn/action-semantic-pull-request@cfb60706e18bc85e8aec535e3c577abe8f70378e # v5.5.2
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
        with:
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -9,25 +9,22 @@ on:
      - main

 env:
-    GO_VERSION: "~1.21"
+  GO_VERSION: "~1.21"

 jobs:
  build:
-
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
+      - uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4

      - name: Set up Go
        uses: actions/setup-go@0c52d547c9bc32b1aa3301fd7a9cb496313a4491 # v5
        with:
          go-version: ${{ env.GO_VERSION }}

-      - name: Run coverage
-        run: go test ./... -race -coverprofile=coverage.out -covermode=atomic
+      - name: Run test
+        run: go test ./... -coverprofile=coverage.txt
      - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@eaaf4bedf32dbdc6b720b63067d99c4d77d6047d # v3
-
-      # - name: Fmt Test
-      #   run: fmtFiles=$(make fmt); if [ "$fmtFiles" != "" ];then exit 1; fi
-
+        uses: codecov/codecov-action@ab904c41d6ece82784817410c45d8b8c02684457 # v3
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
--- a/.goreleaser.yaml
+++ b/.goreleaser.yaml
@@ -23,7 +23,7 @@ nfpms:
    homepage: https://k8sgpt.ai
    description: >-
      K8sGPT is a tool for scanning your kubernetes clusters, diagnosing and triaging issues in simple english. It has SRE experience codified into it’s analyzers and helps to pull out the most relevant information to enrich it with AI.
-    license: "MIT"
+    license: "Apache-2.0"
    formats:
      - deb
      - rpm
@@ -32,7 +32,7 @@ nfpms:
    section: utils
    contents:
      - src: ./LICENSE
-        dst: /usr/share/doc/nfpm/copyright
+        dst: /usr/share/doc/k8sgpt/copyright
        file_info:
          mode: 0644

@@ -57,7 +57,7 @@ archives:
 brews:
  - name: k8sgpt
    homepage: https://k8sgpt.ai
-    tap:
+    repository:
      owner: k8sgpt-ai
      name: homebrew-k8sgpt

--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1 +1 @@
-{".":"0.3.24"}
+{".":"0.3.32"}
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,278 @@
 # Changelog

+## [0.3.32](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.31...v0.3.32) (2024-05-20)
+
+
+### Bug Fixes
+
+* remove shorthand flag for topp option in add command ([#1115](https://github.com/k8sgpt-ai/k8sgpt/issues/1115)) ([e261c09](https://github.com/k8sgpt-ai/k8sgpt/commit/e261c09889359d5870acb9720ff033440f835f8f))
+
+## [0.3.31](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.30...v0.3.31) (2024-05-16)
+
+
+### Features
+
+* implement Top-K sampling for improved user control ([#1110](https://github.com/k8sgpt-ai/k8sgpt/issues/1110)) ([eda5231](https://github.com/k8sgpt-ai/k8sgpt/commit/eda52312aef8113debbd770b8354c3a3cb1cc681))
+* oci genai ([#1102](https://github.com/k8sgpt-ai/k8sgpt/issues/1102)) ([047afd4](https://github.com/k8sgpt-ai/k8sgpt/commit/047afd46d62d1bd1da1435550cbaf9daaca53aee))
+* support AWS_PROFILE ([#1114](https://github.com/k8sgpt-ai/k8sgpt/issues/1114)) ([882c6f5](https://github.com/k8sgpt-ai/k8sgpt/commit/882c6f52252000da436e4fed9fd184b263f5a017))
+
+
+### Bug Fixes
+
+* **deps:** update k8s.io/utils digest to 0849a56 ([#1080](https://github.com/k8sgpt-ai/k8sgpt/issues/1080)) ([e894e77](https://github.com/k8sgpt-ai/k8sgpt/commit/e894e778e91d070448cd4a3f46dfc98dd588c9ed))
+* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc-ecosystem/gateway/v2 to v2.19.1-20240406062209-1cc152efbf5c.1 ([#1070](https://github.com/k8sgpt-ai/k8sgpt/issues/1070)) ([24cff90](https://github.com/k8sgpt-ai/k8sgpt/commit/24cff90a0ca7488e48c94d13678529617c749aab))
+* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20240406062209-1cc152efbf5c.3 ([#1086](https://github.com/k8sgpt-ai/k8sgpt/issues/1086)) ([820cd2e](https://github.com/k8sgpt-ai/k8sgpt/commit/820cd2e16cbca2c89b56a4d2a69f95f3f5cd6c6b))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.51.32 ([#1083](https://github.com/k8sgpt-ai/k8sgpt/issues/1083)) ([75c2add](https://github.com/k8sgpt-ai/k8sgpt/commit/75c2addf66a54df57d0c0ac17f0b359f7612e446))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.52.3 ([#1094](https://github.com/k8sgpt-ai/k8sgpt/issues/1094)) ([3c48231](https://github.com/k8sgpt-ai/k8sgpt/commit/3c4823127ca04d1d280da6d932e951e6c3f71536))
+* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/azidentity to v1.5.2 ([#1084](https://github.com/k8sgpt-ai/k8sgpt/issues/1084)) ([bd695d0](https://github.com/k8sgpt-ai/k8sgpt/commit/bd695d0987e8ec12b44512c46bc5f2e5116076bd))
+* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/storage/azblob to v1.3.2 ([#1085](https://github.com/k8sgpt-ai/k8sgpt/issues/1085)) ([43953ff](https://github.com/k8sgpt-ai/k8sgpt/commit/43953ffa3412ae97b6d54ed14b94955d1b73feba))
+* **deps:** update module github.com/cohere-ai/cohere-go/v2 to v2.7.3 ([#1087](https://github.com/k8sgpt-ai/k8sgpt/issues/1087)) ([36ccc62](https://github.com/k8sgpt-ai/k8sgpt/commit/36ccc628462ad102712fca115b56f521b2b33b38))
+* **deps:** update module github.com/google/generative-ai-go to v0.11.0 ([#1089](https://github.com/k8sgpt-ai/k8sgpt/issues/1089)) ([f30c9f5](https://github.com/k8sgpt-ai/k8sgpt/commit/f30c9f555449bb90bf8242b88b8fae936cb57938))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.23.0 ([#1091](https://github.com/k8sgpt-ai/k8sgpt/issues/1091)) ([e74fc08](https://github.com/k8sgpt-ai/k8sgpt/commit/e74fc0838feac5a019a340f7c5ad1c9ae49913fa))
+* **deps:** update module golang.org/x/net to v0.25.0 ([#1092](https://github.com/k8sgpt-ai/k8sgpt/issues/1092)) ([fe53907](https://github.com/k8sgpt-ai/k8sgpt/commit/fe53907c44e9cd56b6747f52ae3402bc6ae2bd49))
+
+
+### Other
+
+* **deps:** pin codecov/codecov-action action to ab904c4 ([#1031](https://github.com/k8sgpt-ai/k8sgpt/issues/1031)) ([e0af76f](https://github.com/k8sgpt-ai/k8sgpt/commit/e0af76f3c9c0120dbc4d9373d69a262e1ec2b7f2))
+* **deps:** update actions/checkout digest to 0ad4b8f ([#1078](https://github.com/k8sgpt-ai/k8sgpt/issues/1078)) ([ea8183c](https://github.com/k8sgpt-ai/k8sgpt/commit/ea8183ce848ba58f91cfa68755d6f5b9cf695d36))
+* **deps:** update actions/upload-artifact digest to 6546280 ([#1079](https://github.com/k8sgpt-ai/k8sgpt/issues/1079)) ([9b797d7](https://github.com/k8sgpt-ai/k8sgpt/commit/9b797d7e8b4f704dae12acaa7778b6b65e2c36ac))
+* **deps:** update amannn/action-semantic-pull-request action to v5.5.2 ([#1088](https://github.com/k8sgpt-ai/k8sgpt/issues/1088)) ([a809a45](https://github.com/k8sgpt-ai/k8sgpt/commit/a809a455f55d1af104ebc0540007aa678581dd21))
+* **deps:** update anchore/sbom-action action to v0.15.11 ([#1082](https://github.com/k8sgpt-ai/k8sgpt/issues/1082)) ([12fa5ae](https://github.com/k8sgpt-ai/k8sgpt/commit/12fa5aef4dada597d7059e5717ec7bee3b38c122))
+* **deps:** update docker/build-push-action digest to 2cdde99 ([#1032](https://github.com/k8sgpt-ai/k8sgpt/issues/1032)) ([b12c006](https://github.com/k8sgpt-ai/k8sgpt/commit/b12c006c6304165269b90d770048b851e1aa1d1f))
+* **deps:** update google-github-actions/release-please-action action to v4.1.0 ([#1045](https://github.com/k8sgpt-ai/k8sgpt/issues/1045)) ([bf6f642](https://github.com/k8sgpt-ai/k8sgpt/commit/bf6f642c280f640f2c9020b325e52670ced2cf50))
+
+
+### Docs
+
+* add logAnalyzer in README.md ([#1081](https://github.com/k8sgpt-ai/k8sgpt/issues/1081)) ([5cfe332](https://github.com/k8sgpt-ai/k8sgpt/commit/5cfe3325cb556cfb9d0532ae26727441c5177015))
+
+## [0.3.30](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.29...v0.3.30) (2024-04-26)
+
+
+### Features
+
+* add keda integration ([#1058](https://github.com/k8sgpt-ai/k8sgpt/issues/1058)) ([9a73d19](https://github.com/k8sgpt-ai/k8sgpt/commit/9a73d1923f146aa1343465d89225e64bcb8e0112))
+* add minio support ([#1048](https://github.com/k8sgpt-ai/k8sgpt/issues/1048)) ([e6085d4](https://github.com/k8sgpt-ai/k8sgpt/commit/e6085d4191a1695e295f4f6a2ac7219b67a37225))
+* add Resource Kind in output ([#1069](https://github.com/k8sgpt-ai/k8sgpt/issues/1069)) ([aa276a5](https://github.com/k8sgpt-ai/k8sgpt/commit/aa276a5379b3d24a8e7a1f8b1193832df5a46220))
+
+
+### Bug Fixes
+
+* **deps:** update k8s.io/utils digest to 4693a02 ([#1037](https://github.com/k8sgpt-ai/k8sgpt/issues/1037)) ([94cdce4](https://github.com/k8sgpt-ai/k8sgpt/commit/94cdce44b49e0bb85e8b541688b2206e7c1dc33d))
+* **deps:** update module cloud.google.com/go/storage to v1.39.1 ([#1029](https://github.com/k8sgpt-ai/k8sgpt/issues/1029)) ([a3896f4](https://github.com/k8sgpt-ai/k8sgpt/commit/a3896f4518ec6666a43de22a24a18f2b93c58073))
+* **deps:** update module cloud.google.com/go/storage to v1.40.0 ([#1054](https://github.com/k8sgpt-ai/k8sgpt/issues/1054)) ([6df0169](https://github.com/k8sgpt-ai/k8sgpt/commit/6df01694916504cc4af3795361a4285098e2de85))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.51.14 ([#1051](https://github.com/k8sgpt-ai/k8sgpt/issues/1051)) ([007b4bb](https://github.com/k8sgpt-ai/k8sgpt/commit/007b4bb8ec4b36705f76fd2f5d96464c75915573))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.51.21 ([#1056](https://github.com/k8sgpt-ai/k8sgpt/issues/1056)) ([ccb692c](https://github.com/k8sgpt-ai/k8sgpt/commit/ccb692c1fdc5496d9d5810dfe41dbf1bdeb68d00))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.51.8 ([#1046](https://github.com/k8sgpt-ai/k8sgpt/issues/1046)) ([19ae31b](https://github.com/k8sgpt-ai/k8sgpt/commit/19ae31b5dd5c54413025cee8081d112223e38400))
+* **deps:** update module github.com/google/generative-ai-go to v0.10.0 ([#1047](https://github.com/k8sgpt-ai/k8sgpt/issues/1047)) ([6b38a56](https://github.com/k8sgpt-ai/k8sgpt/commit/6b38a56afbdaa8e0d8f025088a52d3022673ef9d))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.20.4 ([#1039](https://github.com/k8sgpt-ai/k8sgpt/issues/1039)) ([6a46a26](https://github.com/k8sgpt-ai/k8sgpt/commit/6a46a26789f730d298cf49a706421f36bc8523b1))
+* **deps:** update module golang.org/x/net to v0.23.0 [security] ([#1071](https://github.com/k8sgpt-ai/k8sgpt/issues/1071)) ([693b23f](https://github.com/k8sgpt-ai/k8sgpt/commit/693b23f1fc33659a3c4f52fc4d9c23348b22bfb1))
+* invalid ParentObj in output ([#1068](https://github.com/k8sgpt-ai/k8sgpt/issues/1068)) ([b2ab943](https://github.com/k8sgpt-ai/k8sgpt/commit/b2ab94375e4233cdfa9762877995445c313bb962))
+* remove show password in auth list ([#1061](https://github.com/k8sgpt-ai/k8sgpt/issues/1061)) ([9e02637](https://github.com/k8sgpt-ai/k8sgpt/commit/9e0263778f6dbc179184fa9d86f07d808283d63e))
+* set topP from config ([#1053](https://github.com/k8sgpt-ai/k8sgpt/issues/1053)) ([c162cc2](https://github.com/k8sgpt-ai/k8sgpt/commit/c162cc22ee468070e0602d3fd684b022fa585c4f))
+
+
+### Other
+
+* **deps:** update anchore/sbom-action action to v0.15.10 ([#1044](https://github.com/k8sgpt-ai/k8sgpt/issues/1044)) ([e05a902](https://github.com/k8sgpt-ai/k8sgpt/commit/e05a902d904fc0b63998ae290f15e79d330317fb))
+* **deps:** update cohere client implementation to v2  ([#1062](https://github.com/k8sgpt-ai/k8sgpt/issues/1062)) ([eb7687a](https://github.com/k8sgpt-ai/k8sgpt/commit/eb7687a08917ad4048c6f00c17bb45591a935a3a))
+* **deps:** update docker/login-action digest to e92390c ([#1033](https://github.com/k8sgpt-ai/k8sgpt/issues/1033)) ([c872e49](https://github.com/k8sgpt-ai/k8sgpt/commit/c872e495ad6f787cf566a5b2f295deb3f08aba15))
+* **deps:** update docker/setup-buildx-action digest to 2b51285 ([#1036](https://github.com/k8sgpt-ai/k8sgpt/issues/1036)) ([10c00ba](https://github.com/k8sgpt-ai/k8sgpt/commit/10c00ba9fe61a3ee1dc90d87dd7997da276905b4))
+* **deps:** update docker/setup-buildx-action digest to d70bba7 ([#1066](https://github.com/k8sgpt-ai/k8sgpt/issues/1066)) ([3eaf776](https://github.com/k8sgpt-ai/k8sgpt/commit/3eaf776249719a0a13909d24e6b48deb6bf818b6))
+* update license file path to avoid conflicting installations ([#878](https://github.com/k8sgpt-ai/k8sgpt/issues/878)) ([#1073](https://github.com/k8sgpt-ai/k8sgpt/issues/1073)) ([85a76a3](https://github.com/k8sgpt-ai/k8sgpt/commit/85a76a3be06df0ff713192d1f08fd01d1e8f219b))
+* update renovate config and bundle deps in groups ([#1026](https://github.com/k8sgpt-ai/k8sgpt/issues/1026)) ([bd2e06b](https://github.com/k8sgpt-ai/k8sgpt/commit/bd2e06bae72528c5af1b4f44674d624d474d40dc))
+
+
+### Refactoring
+
+* replace util.SliceContainsString with slices.Contains & make fmt ([#1041](https://github.com/k8sgpt-ai/k8sgpt/issues/1041)) ([1ae4e75](https://github.com/k8sgpt-ai/k8sgpt/commit/1ae4e751967850e8146f8f3fa04c0dd302ef15bf))
+
+## [0.3.29](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.28...v0.3.29) (2024-03-22)
+
+
+### Features
+
+* codecov ([#1023](https://github.com/k8sgpt-ai/k8sgpt/issues/1023)) ([fe81d16](https://github.com/k8sgpt-ai/k8sgpt/commit/fe81d16f756e5ea9db909e42e6caf1e17e040f86))
+
+
+### Other
+
+* allows an environmental override of the default AWS region and… ([#1025](https://github.com/k8sgpt-ai/k8sgpt/issues/1025)) ([8f8f5c6](https://github.com/k8sgpt-ai/k8sgpt/commit/8f8f5c6df7fbcd08ee48d91a4f2e011a3e69e4ac))
+
+## [0.3.28](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.27...v0.3.28) (2024-03-14)
+
+
+### Features
+
+* add Google Vertex AI as provider to utilize gemini via GCP ([#984](https://github.com/k8sgpt-ai/k8sgpt/issues/984)) ([55ac0b2](https://github.com/k8sgpt-ai/k8sgpt/commit/55ac0b2129a438661a0253251f546db6b59f2b92))
+* add proxysettings for azureopenai and openai ([#987](https://github.com/k8sgpt-ai/k8sgpt/issues/987)) ([307710e](https://github.com/k8sgpt-ai/k8sgpt/commit/307710eddc1c3f96f40a674f7dda786510e9c4cc))
+* aws integration ([#967](https://github.com/k8sgpt-ai/k8sgpt/issues/967)) ([a81377f](https://github.com/k8sgpt-ai/k8sgpt/commit/a81377f72db7f322e0afbb6d613c2bfffecf8080))
+* enable Rest api using grpc-gateway ([#834](https://github.com/k8sgpt-ai/k8sgpt/issues/834)) ([f2138c7](https://github.com/k8sgpt-ai/k8sgpt/commit/f2138c71017b391625eebdfb4c5708c824824f69))
+
+
+### Bug Fixes
+
+* analyze command default backend bug ([#966](https://github.com/k8sgpt-ai/k8sgpt/issues/966)) ([aab8d77](https://github.com/k8sgpt-ai/k8sgpt/commit/aab8d77febdd4b42ff74aafbb2ada27745c04ae1))
+* **deps:** update module cloud.google.com/go/storage to v1.38.0 ([#950](https://github.com/k8sgpt-ai/k8sgpt/issues/950)) ([6207c70](https://github.com/k8sgpt-ai/k8sgpt/commit/6207c70c51d2885c4590c255c8f78e7ee2009034))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.50.20 ([#930](https://github.com/k8sgpt-ai/k8sgpt/issues/930)) ([3f0356b](https://github.com/k8sgpt-ai/k8sgpt/commit/3f0356be662c32d82ce4f3db05f859477823717d))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.50.21 ([#970](https://github.com/k8sgpt-ai/k8sgpt/issues/970)) ([00c91f0](https://github.com/k8sgpt-ai/k8sgpt/commit/00c91f05a62b2c8b2d756b58b95279195ff38d3d))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.50.22 ([#971](https://github.com/k8sgpt-ai/k8sgpt/issues/971)) ([6ac815c](https://github.com/k8sgpt-ai/k8sgpt/commit/6ac815c10fb073f4251e338ab22e247625f21406))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.50.34 ([#974](https://github.com/k8sgpt-ai/k8sgpt/issues/974)) ([425f33b](https://github.com/k8sgpt-ai/k8sgpt/commit/425f33bb2ddf8cdaff079b097d6956f675c89b0e))
+* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/storage/azblob to v1.3.1 ([#992](https://github.com/k8sgpt-ai/k8sgpt/issues/992)) ([85f18dd](https://github.com/k8sgpt-ai/k8sgpt/commit/85f18dde1f820fe2413cc6b3109e67b7a010142c))
+* **deps:** update module github.com/google/generative-ai-go to v0.8.0 ([#965](https://github.com/k8sgpt-ai/k8sgpt/issues/965)) ([248260e](https://github.com/k8sgpt-ai/k8sgpt/commit/248260e081327de9f9d1d2c851efab2b4a3e7ede))
+* **deps:** update module github.com/prometheus/client_golang to v1.19.0 ([#989](https://github.com/k8sgpt-ai/k8sgpt/issues/989)) ([4065fae](https://github.com/k8sgpt-ai/k8sgpt/commit/4065faef13691f9cf1f50696c62d3b30b0933b4b))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.19.4 ([#963](https://github.com/k8sgpt-ai/k8sgpt/issues/963)) ([8b0b61e](https://github.com/k8sgpt-ai/k8sgpt/commit/8b0b61e596f790b9558a5e3d1f634a5ee1c6cb0c))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.20.0 ([#977](https://github.com/k8sgpt-ai/k8sgpt/issues/977)) ([e07822c](https://github.com/k8sgpt-ai/k8sgpt/commit/e07822c10bff5dbd91f4da592914c25538353d6b))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.20.1 ([#986](https://github.com/k8sgpt-ai/k8sgpt/issues/986)) ([88a7907](https://github.com/k8sgpt-ai/k8sgpt/commit/88a7907db4700c241e9aa109bc3d8604a8186f87))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.20.2 ([#991](https://github.com/k8sgpt-ai/k8sgpt/issues/991)) ([d2754d3](https://github.com/k8sgpt-ai/k8sgpt/commit/d2754d320fb1f285f93fdced2b8469280bd47fd2))
+* **deps:** update module github.com/schollz/progressbar/v3 to v3.14.2 ([#983](https://github.com/k8sgpt-ai/k8sgpt/issues/983)) ([af3732a](https://github.com/k8sgpt-ai/k8sgpt/commit/af3732ad067b809c54c5f08f6cf5a7a519b452d7))
+* **deps:** update module github.com/stretchr/testify to v1.9.0 ([#999](https://github.com/k8sgpt-ai/k8sgpt/issues/999)) ([1491e67](https://github.com/k8sgpt-ai/k8sgpt/commit/1491e675673dcc13ccf6ac1778113762542e8cbc))
+* **deps:** update module go.uber.org/zap to v1.27.0 ([#972](https://github.com/k8sgpt-ai/k8sgpt/issues/972)) ([8f00218](https://github.com/k8sgpt-ai/k8sgpt/commit/8f002180901c8bf7e6b1a5451dd97ef566260b0f))
+* **deps:** update module google.golang.org/api to v0.165.0 ([#959](https://github.com/k8sgpt-ai/k8sgpt/issues/959)) ([cc99bd5](https://github.com/k8sgpt-ai/k8sgpt/commit/cc99bd51f05db4e87f806ac58ee1cb7a83b25e4d))
+* **deps:** update module google.golang.org/api to v0.167.0 ([#973](https://github.com/k8sgpt-ai/k8sgpt/issues/973)) ([6103c96](https://github.com/k8sgpt-ai/k8sgpt/commit/6103c96c41e10e2fe13d285ff15a36bf2fbeb5c2))
+* **deps:** update module google.golang.org/grpc to v1.62.0 ([#975](https://github.com/k8sgpt-ai/k8sgpt/issues/975)) ([97446aa](https://github.com/k8sgpt-ai/k8sgpt/commit/97446aae079824d6556416314c0a27514088a667))
+* **deps:** update module gopkg.in/yaml.v2 to v3 ([#957](https://github.com/k8sgpt-ai/k8sgpt/issues/957)) ([f929e7f](https://github.com/k8sgpt-ai/k8sgpt/commit/f929e7feea5931ddec77af49dd08937aca85fd49))
+* **deps:** update module gopkg.in/yaml.v2 to v3 ([#979](https://github.com/k8sgpt-ai/k8sgpt/issues/979)) ([35f5185](https://github.com/k8sgpt-ai/k8sgpt/commit/35f51859140c78ce953443afcc27f77230287809))
+* **deps:** update module gopkg.in/yaml.v2 to v3 ([#980](https://github.com/k8sgpt-ai/k8sgpt/issues/980)) ([334a86a](https://github.com/k8sgpt-ai/k8sgpt/commit/334a86aaf40e5421929cf380191841db064d9bf7))
+* log analyzer failed with multiple containers in the pod ([#920](https://github.com/k8sgpt-ai/k8sgpt/issues/920)) ([98286a9](https://github.com/k8sgpt-ai/k8sgpt/commit/98286a965e4c4c680deeb43d3397b51089968366))
+* set result name and namespace to trivy vulnreport and configaudi… ([#869](https://github.com/k8sgpt-ai/k8sgpt/issues/869)) ([a3cd7e6](https://github.com/k8sgpt-ai/k8sgpt/commit/a3cd7e6385365a1d190a9e8439311cb9d5eeda56))
+* shorthand for the http flag in serve command ([#969](https://github.com/k8sgpt-ai/k8sgpt/issues/969)) ([f55f837](https://github.com/k8sgpt-ai/k8sgpt/commit/f55f8370ebf0db6db629641337cd78ad7f120865))
+
+
+### Other
+
+* attempt to group renovate deps ([#1007](https://github.com/k8sgpt-ai/k8sgpt/issues/1007)) ([adf4f17](https://github.com/k8sgpt-ai/k8sgpt/commit/adf4f17085672fd5ae78dad4f8ac1d887029836d))
+* **deps:** update anchore/sbom-action action to v0.15.9 ([#1004](https://github.com/k8sgpt-ai/k8sgpt/issues/1004)) ([b05b6a3](https://github.com/k8sgpt-ai/k8sgpt/commit/b05b6a38ed4a9fc017f9dcb52cff8a332c11056d))
+* **deps:** update docker/build-push-action digest to af5a7ed ([#1003](https://github.com/k8sgpt-ai/k8sgpt/issues/1003)) ([b58b719](https://github.com/k8sgpt-ai/k8sgpt/commit/b58b7191af2fe082d94d46ef6a2784c1ea322340))
+* **deps:** update docker/setup-buildx-action digest to 0d103c3 ([#988](https://github.com/k8sgpt-ai/k8sgpt/issues/988)) ([f24bcd8](https://github.com/k8sgpt-ai/k8sgpt/commit/f24bcd88b6a915798897b49a562b86265a9b524c))
+* **deps:** update reviewdog/action-golangci-lint digest to 00311c2 ([#1002](https://github.com/k8sgpt-ai/k8sgpt/issues/1002)) ([4ec143a](https://github.com/k8sgpt-ai/k8sgpt/commit/4ec143ab772ca4dc3072c248e95da8f7c0a2974b))
+
+## [0.3.27](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.26...v0.3.27) (2024-02-15)
+
+
+### Features
+
+* add huggingface provider ([#893](https://github.com/k8sgpt-ai/k8sgpt/issues/893)) ([2fd476e](https://github.com/k8sgpt-ai/k8sgpt/commit/2fd476e12624e30570c0819594f2668f720381d6))
+* added FailedMount event reason to get the failure ([#883](https://github.com/k8sgpt-ai/k8sgpt/issues/883)) ([78126b2](https://github.com/k8sgpt-ai/k8sgpt/commit/78126b2328c1b3f81a269d203e86128104050010))
+* enables remote custom analyzers ([#906](https://github.com/k8sgpt-ai/k8sgpt/issues/906)) ([c8c9dbf](https://github.com/k8sgpt-ai/k8sgpt/commit/c8c9dbfadc72a193ab9f3431d02d50ac5ab5d071))
+
+
+### Bug Fixes
+
+* **deps:** update k8s.io/utils digest to e7106e6 ([#897](https://github.com/k8sgpt-ai/k8sgpt/issues/897)) ([28c4c57](https://github.com/k8sgpt-ai/k8sgpt/commit/28c4c57e4566b9b888a5633090ccb70875d30106))
+* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20240128172516-6bf6a55ff115.2 ([#899](https://github.com/k8sgpt-ai/k8sgpt/issues/899)) ([e3eee6d](https://github.com/k8sgpt-ai/k8sgpt/commit/e3eee6d9566a59fd62e6bb804257b1383f75e3ef))
+* **deps:** update module cloud.google.com/go/storage to v1.37.0 ([#934](https://github.com/k8sgpt-ai/k8sgpt/issues/934)) ([3d2554b](https://github.com/k8sgpt-ai/k8sgpt/commit/3d2554b9cd8817b24cf8858a107420d6d8424aa4))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.49.21 ([#868](https://github.com/k8sgpt-ai/k8sgpt/issues/868)) ([88002e7](https://github.com/k8sgpt-ai/k8sgpt/commit/88002e7e8c3e9c71365c44e136a6f1a8d35e1744))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.50.2 ([#887](https://github.com/k8sgpt-ai/k8sgpt/issues/887)) ([817d9cf](https://github.com/k8sgpt-ai/k8sgpt/commit/817d9cf754d307d374befc0d57919eb7a0183aaf))
+* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/azidentity to v1.5.1 ([#939](https://github.com/k8sgpt-ai/k8sgpt/issues/939)) ([ce7c955](https://github.com/k8sgpt-ai/k8sgpt/commit/ce7c9551bcb1a8b24922a1eb062605bbfeec7929))
+* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/storage/azblob to v1.3.0 ([#952](https://github.com/k8sgpt-ai/k8sgpt/issues/952)) ([fea2ed1](https://github.com/k8sgpt-ai/k8sgpt/commit/fea2ed1fff5fb5a46d6abc2feb72e1e1adf3b69b))
+* **deps:** update module github.com/google/generative-ai-go to v0.7.0 ([#940](https://github.com/k8sgpt-ai/k8sgpt/issues/940)) ([3c8d9d4](https://github.com/k8sgpt-ai/k8sgpt/commit/3c8d9d42e573f27185a1572d1bc06f8af87f3a0b))
+* **deps:** update module github.com/prometheus/prometheus to v2 ([#863](https://github.com/k8sgpt-ai/k8sgpt/issues/863)) ([a253af2](https://github.com/k8sgpt-ai/k8sgpt/commit/a253af23b601b23179be5019fbb832a41423cdae))
+* **deps:** update module github.com/pterm/pterm to v0.12.75 ([#881](https://github.com/k8sgpt-ai/k8sgpt/issues/881)) ([e7d690a](https://github.com/k8sgpt-ai/k8sgpt/commit/e7d690afd12cb71d7b344ba92bf059ae18a993c8))
+* **deps:** update module github.com/pterm/pterm to v0.12.78 ([#890](https://github.com/k8sgpt-ai/k8sgpt/issues/890)) ([f9c1b90](https://github.com/k8sgpt-ai/k8sgpt/commit/f9c1b903385978be56f9c4bc87089bd1c761bbea))
+* **deps:** update module github.com/pterm/pterm to v0.12.79 ([#943](https://github.com/k8sgpt-ai/k8sgpt/issues/943)) ([bfbb5c7](https://github.com/k8sgpt-ai/k8sgpt/commit/bfbb5c7e03cad144f6037c7233ffc0817fd403e4))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.18.1 ([#871](https://github.com/k8sgpt-ai/k8sgpt/issues/871)) ([6c62c1a](https://github.com/k8sgpt-ai/k8sgpt/commit/6c62c1a0fcd38cf9de8a99cda6f37b221740b9c8))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.18.2 ([#874](https://github.com/k8sgpt-ai/k8sgpt/issues/874)) ([4de1bbd](https://github.com/k8sgpt-ai/k8sgpt/commit/4de1bbd6f72ca83d46ce5955bac50dffc99af03d))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.19.2 ([#886](https://github.com/k8sgpt-ai/k8sgpt/issues/886)) ([c601972](https://github.com/k8sgpt-ai/k8sgpt/commit/c6019728aea837884620e0b4894568802a948a6e))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.19.3 ([#937](https://github.com/k8sgpt-ai/k8sgpt/issues/937)) ([f2eb1ef](https://github.com/k8sgpt-ai/k8sgpt/commit/f2eb1ef5334877fd3a26dda8c92023f831ea857e))
+* **deps:** update module golang.org/x/term to v0.17.0 ([#941](https://github.com/k8sgpt-ai/k8sgpt/issues/941)) ([4e57088](https://github.com/k8sgpt-ai/k8sgpt/commit/4e57088a0137767a42c778a59ff07fff04c04289))
+* **deps:** update module google.golang.org/api to v0.157.0 ([#860](https://github.com/k8sgpt-ai/k8sgpt/issues/860)) ([72e08ef](https://github.com/k8sgpt-ai/k8sgpt/commit/72e08efff1fc501dfcba791c9d940e575f3e2395))
+* **deps:** update module google.golang.org/api to v0.164.0 ([#953](https://github.com/k8sgpt-ai/k8sgpt/issues/953)) ([29b482f](https://github.com/k8sgpt-ai/k8sgpt/commit/29b482f5978795fa8db729030bd75803e2e61f95))
+* **deps:** update module google.golang.org/grpc to v1.61.1 ([#954](https://github.com/k8sgpt-ai/k8sgpt/issues/954)) ([9c1f1b8](https://github.com/k8sgpt-ai/k8sgpt/commit/9c1f1b8804a26f549379efe637d0bedb8e2cb890))
+* **deps:** update module gopkg.in/yaml.v2 to v3 ([#866](https://github.com/k8sgpt-ai/k8sgpt/issues/866)) ([81d6604](https://github.com/k8sgpt-ai/k8sgpt/commit/81d660447d236cd03b75866871bb69f2c77c5c66))
+* **deps:** update module gopkg.in/yaml.v2 to v3 ([#875](https://github.com/k8sgpt-ai/k8sgpt/issues/875)) ([1f371e2](https://github.com/k8sgpt-ai/k8sgpt/commit/1f371e2807c47dbb4613bf873ec67a77e8e6c80c))
+* **deps:** update module gopkg.in/yaml.v2 to v3 ([#956](https://github.com/k8sgpt-ai/k8sgpt/issues/956)) ([d9fe744](https://github.com/k8sgpt-ai/k8sgpt/commit/d9fe7446af428209610adc83ec17cf50491a5a47))
+* lint errors ([#923](https://github.com/k8sgpt-ai/k8sgpt/issues/923)) ([3415031](https://github.com/k8sgpt-ai/k8sgpt/commit/3415031006bb5899019e68d33ac6083d03ef864b))
+* typo in httproute files name ([#877](https://github.com/k8sgpt-ai/k8sgpt/issues/877)) ([cdbeb14](https://github.com/k8sgpt-ai/k8sgpt/commit/cdbeb146a28ebc21ac2c4d27e977b1771f9290b4))
+* unused variable failure warning in webhooks file ([#916](https://github.com/k8sgpt-ai/k8sgpt/issues/916)) ([3f0964a](https://github.com/k8sgpt-ai/k8sgpt/commit/3f0964ad385390f53516904219fbfc47b989d31f))
+
+
+### Other
+
+* **deps:** update actions/upload-artifact digest to 26f96df ([#888](https://github.com/k8sgpt-ai/k8sgpt/issues/888)) ([483a9da](https://github.com/k8sgpt-ai/k8sgpt/commit/483a9dad103ad1af82491dc1d5e0a39bb4865a1b))
+* **deps:** update actions/upload-artifact digest to 5d5d22a ([#925](https://github.com/k8sgpt-ai/k8sgpt/issues/925)) ([070aa7f](https://github.com/k8sgpt-ai/k8sgpt/commit/070aa7fdd0982c0c7f02a1da9e6797d5efaa5586))
+* **deps:** update actions/upload-artifact digest to 694cdab ([#880](https://github.com/k8sgpt-ai/k8sgpt/issues/880)) ([3cf18e7](https://github.com/k8sgpt-ai/k8sgpt/commit/3cf18e783edb341b7bdd6aa20dbcce11971fa241))
+* **deps:** update anchore/sbom-action action to v0.15.4 ([#879](https://github.com/k8sgpt-ai/k8sgpt/issues/879)) ([d213399](https://github.com/k8sgpt-ai/k8sgpt/commit/d2133991617697b13b8846f2acb3a3bb6cebb160))
+* **deps:** update anchore/sbom-action action to v0.15.5 ([#885](https://github.com/k8sgpt-ai/k8sgpt/issues/885)) ([60853fe](https://github.com/k8sgpt-ai/k8sgpt/commit/60853fe4eb8de7a1fdbaea388c3d2d6205e273a6))
+* **deps:** update anchore/sbom-action action to v0.15.8 ([#926](https://github.com/k8sgpt-ai/k8sgpt/issues/926)) ([f61c3e2](https://github.com/k8sgpt-ai/k8sgpt/commit/f61c3e228c69fa160735ddb2c1347720112b738f))
+* **deps:** update golang docker tag to v1.22 ([#931](https://github.com/k8sgpt-ai/k8sgpt/issues/931)) ([37228d8](https://github.com/k8sgpt-ai/k8sgpt/commit/37228d88e357c66c5574559ae27a52fdf28418b8))
+* **deps:** update reviewdog/action-golangci-lint digest to 8e1117c ([#915](https://github.com/k8sgpt-ai/k8sgpt/issues/915)) ([599be33](https://github.com/k8sgpt-ai/k8sgpt/commit/599be33f38ad1fd688b8e7824102a7944d516435))
+* **deps:** update reviewdog/action-golangci-lint digest to f016e79 ([#714](https://github.com/k8sgpt-ai/k8sgpt/issues/714)) ([335616c](https://github.com/k8sgpt-ai/k8sgpt/commit/335616c20f7f8d9fefab4976d986a8d3b4867111))
+* grpc update ([#938](https://github.com/k8sgpt-ai/k8sgpt/issues/938)) ([bbf61f5](https://github.com/k8sgpt-ai/k8sgpt/commit/bbf61f53d4fb9244b5a79ae953370296ca9fd44b))
+* improve codebase and doc quality ([#922](https://github.com/k8sgpt-ai/k8sgpt/issues/922)) ([d97dea2](https://github.com/k8sgpt-ai/k8sgpt/commit/d97dea289681cd061ca0796208c50720bdb08914))
+* linting improvements and catching false positives ([#882](https://github.com/k8sgpt-ai/k8sgpt/issues/882)) ([2effbb3](https://github.com/k8sgpt-ai/k8sgpt/commit/2effbb345ad1c2771ec798e06ccde68d3253b4bc))
+* set correct license during package build ([#872](https://github.com/k8sgpt-ai/k8sgpt/issues/872)) ([42be51b](https://github.com/k8sgpt-ai/k8sgpt/commit/42be51bc8f625a35b1435c461d9a32c3c4905f1c))
+* updated deps ([#951](https://github.com/k8sgpt-ai/k8sgpt/issues/951)) ([015bccf](https://github.com/k8sgpt-ai/k8sgpt/commit/015bccfc2eae587e0ade371211404f5af4c37d27))
+
+## [0.3.26](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.25...v0.3.26) (2024-01-14)
+
+
+### Features
+
+* initial Prometheus analyzers ([#855](https://github.com/k8sgpt-ai/k8sgpt/issues/855)) ([45fa827](https://github.com/k8sgpt-ai/k8sgpt/commit/45fa827c046b91d901a08bec1a892d9c0917f350))
+* interactive mode ([#854](https://github.com/k8sgpt-ai/k8sgpt/issues/854)) ([9da75e0](https://github.com/k8sgpt-ai/k8sgpt/commit/9da75e02bc17146898377e4f90b7f59c5a8e0eee))
+* unify aiClientName const for all providers ([#848](https://github.com/k8sgpt-ai/k8sgpt/issues/848)) ([5c17c24](https://github.com/k8sgpt-ai/k8sgpt/commit/5c17c240550609d9fb7771fe67fe1ab19660b4da))
+
+
+### Bug Fixes
+
+* **deps:** update module github.com/aws/aws-sdk-go to v1.49.16 ([#847](https://github.com/k8sgpt-ai/k8sgpt/issues/847)) ([ce4910b](https://github.com/k8sgpt-ai/k8sgpt/commit/ce4910bc5d064f80076877d7a096fff903308b63))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.49.17 ([#852](https://github.com/k8sgpt-ai/k8sgpt/issues/852)) ([85ebd12](https://github.com/k8sgpt-ai/k8sgpt/commit/85ebd12c30d369c5ef9a42b5a834d091523a7b6e))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.49.18 ([#856](https://github.com/k8sgpt-ai/k8sgpt/issues/856)) ([4106d39](https://github.com/k8sgpt-ai/k8sgpt/commit/4106d39c322940413ebfd9ac0bf6f5bd31830e93))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.49.19 ([#859](https://github.com/k8sgpt-ai/k8sgpt/issues/859)) ([6a2f315](https://github.com/k8sgpt-ai/k8sgpt/commit/6a2f315b2f4344f2924b7915e8a1393f9732a1e9))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.17.11 ([#853](https://github.com/k8sgpt-ai/k8sgpt/issues/853)) ([1979c86](https://github.com/k8sgpt-ai/k8sgpt/commit/1979c86d0f59921d55cd4229a37d604a6f1dc578))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.17.11 ([#861](https://github.com/k8sgpt-ai/k8sgpt/issues/861)) ([40b5b7e](https://github.com/k8sgpt-ai/k8sgpt/commit/40b5b7e185c8d335bdefb131988b9900ad26bac3))
+* **deps:** update module gopkg.in/yaml.v2 to v3 ([#864](https://github.com/k8sgpt-ai/k8sgpt/issues/864)) ([36ba6c5](https://github.com/k8sgpt-ai/k8sgpt/commit/36ba6c5147a9ed75c14dbba4bc06cae903e651a4))
+* **deps:** update module gopkg.in/yaml.v2 to v3 ([#865](https://github.com/k8sgpt-ai/k8sgpt/issues/865)) ([c55025d](https://github.com/k8sgpt-ai/k8sgpt/commit/c55025d04ebf9da0f6092aabb0b043ccef05164c))
+
+
+### Other
+
+* **deps:** update actions/upload-artifact digest to 1eb3cb2 ([#867](https://github.com/k8sgpt-ai/k8sgpt/issues/867)) ([4ce56f3](https://github.com/k8sgpt-ai/k8sgpt/commit/4ce56f38b4338a6a2fe69f588b0f17e0b54d0ae6))
+* **deps:** update anchore/sbom-action action to v0.15.3 ([#850](https://github.com/k8sgpt-ai/k8sgpt/issues/850)) ([12f764d](https://github.com/k8sgpt-ai/k8sgpt/commit/12f764d5846accbd987d40f69a153dceb9954f39))
+
+
+### Docs
+
+* adjusted README information about providers ([#844](https://github.com/k8sgpt-ai/k8sgpt/issues/844)) ([745e960](https://github.com/k8sgpt-ai/k8sgpt/commit/745e960f492e6dd0e50aa4a1ce7239c677025024))
+
+## [0.3.25](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.24...v0.3.25) (2024-01-05)
+
+
+### Features
+
+* added Google GenAI client; simplified IAI/clients API surface. ([#829](https://github.com/k8sgpt-ai/k8sgpt/issues/829)) ([e7d4149](https://github.com/k8sgpt-ai/k8sgpt/commit/e7d41496ddaa145c70079852da8b2ce3b3b7289f))
+* code_cov badge ([#821](https://github.com/k8sgpt-ai/k8sgpt/issues/821)) ([fcd29a5](https://github.com/k8sgpt-ai/k8sgpt/commit/fcd29a547d73ba48935762e2f568f5755f5c6ed3))
+* coverage reports ([#819](https://github.com/k8sgpt-ai/k8sgpt/issues/819)) ([3d0ba3e](https://github.com/k8sgpt-ai/k8sgpt/commit/3d0ba3e78cabaf5f1262c5b5b16ebabad974fa87))
+
+
+### Bug Fixes
+
+* **deps:** update module github.com/aws/aws-sdk-go to v1.49.10 ([#811](https://github.com/k8sgpt-ai/k8sgpt/issues/811)) ([e5cc4a2](https://github.com/k8sgpt-ai/k8sgpt/commit/e5cc4a28cb3682e7094e6ceddf91b65da991ddb6))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.49.12 ([#813](https://github.com/k8sgpt-ai/k8sgpt/issues/813)) ([91613ba](https://github.com/k8sgpt-ai/k8sgpt/commit/91613baa5cc5244c93deb344abcdd905802eef30))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.49.14 ([#822](https://github.com/k8sgpt-ai/k8sgpt/issues/822)) ([526e22f](https://github.com/k8sgpt-ai/k8sgpt/commit/526e22f88b8de15eceb10965b045ef0366ff2d6c))
+* **deps:** update module github.com/aws/aws-sdk-go to v1.49.15 ([#835](https://github.com/k8sgpt-ai/k8sgpt/issues/835)) ([e78ff05](https://github.com/k8sgpt-ai/k8sgpt/commit/e78ff054190cd54cabe17d77ac69443e517f1e55))
+* **deps:** update module github.com/prometheus/client_golang to v1.18.0 ([#814](https://github.com/k8sgpt-ai/k8sgpt/issues/814)) ([6eb8f67](https://github.com/k8sgpt-ai/k8sgpt/commit/6eb8f6793ed989ba3ac7ed00336345f68b09bf45))
+* **deps:** update module github.com/sashabaranov/go-openai to v1.17.10 ([#824](https://github.com/k8sgpt-ai/k8sgpt/issues/824)) ([4314804](https://github.com/k8sgpt-ai/k8sgpt/commit/4314804ca7e782f5149dc2078ba9c859edc4688a))
+* **deps:** update module golang.org/x/term to v0.16.0 ([#831](https://github.com/k8sgpt-ai/k8sgpt/issues/831)) ([4de989c](https://github.com/k8sgpt-ai/k8sgpt/commit/4de989c803ee43a02d75112d1b3a54daee3dd9af))
+* **deps:** update module google.golang.org/api to v0.155.0 ([#836](https://github.com/k8sgpt-ai/k8sgpt/issues/836)) ([105a239](https://github.com/k8sgpt-ai/k8sgpt/commit/105a239d94384f4096c01d9978564040773ab56e))
+* no explain case, improved readability. ([#825](https://github.com/k8sgpt-ai/k8sgpt/issues/825)) ([035348d](https://github.com/k8sgpt-ai/k8sgpt/commit/035348d8a0d290ac26b42425945eaafe038cedc5))
+
+
+### Other
+
+* added basic server startup test ([#817](https://github.com/k8sgpt-ai/k8sgpt/issues/817)) ([3e7cea7](https://github.com/k8sgpt-ai/k8sgpt/commit/3e7cea7bd39253718bc3d2f8b10ac5fc9b98cbc2))
+* **deps:** pin codecov/codecov-action action to eaaf4be ([#820](https://github.com/k8sgpt-ai/k8sgpt/issues/820)) ([2f0f2df](https://github.com/k8sgpt-ai/k8sgpt/commit/2f0f2dfa8a5957cb8b10864c14d7883158723a6a))
+* **deps:** update anchore/sbom-action action to v0.15.2 ([#823](https://github.com/k8sgpt-ai/k8sgpt/issues/823)) ([70c6892](https://github.com/k8sgpt-ai/k8sgpt/commit/70c68929d8d963c0bd17390c76e366d4339f56b9))
+* lint fixes ([#833](https://github.com/k8sgpt-ai/k8sgpt/issues/833)) ([a7e9b48](https://github.com/k8sgpt-ai/k8sgpt/commit/a7e9b486bad7c2d62878e470a755d1fef3803680))
+* remove code cov ([#832](https://github.com/k8sgpt-ai/k8sgpt/issues/832)) ([a774265](https://github.com/k8sgpt-ai/k8sgpt/commit/a77426593d7f3a8cfa810336ff08a2266db7fb4f))
+
+
+### Dependency Updates
+
+* go module bump to fix CVE: GHSA-45x7-px36-x8w8 & GHSA-7ww5-4wqc-m92c ([#810](https://github.com/k8sgpt-ai/k8sgpt/issues/810)) ([b17fd7c](https://github.com/k8sgpt-ai/k8sgpt/commit/b17fd7c98644afa70d414fcb32e49e61e1c831ad))
+
 ## [0.3.24](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.23...v0.3.24) (2023-12-23)


--- a/README.md
+++ b/README.md
@@ -8,15 +8,18 @@
 ![GitHub Workflow Status](https://img.shields.io/github/actions/workflow/status/k8sgpt-ai/k8sgpt/release.yaml)
 ![GitHub release (latest by date)](https://img.shields.io/github/v/release/k8sgpt-ai/k8sgpt)
 [![OpenSSF Best Practices](https://bestpractices.coreinfrastructure.org/projects/7272/badge)](https://bestpractices.coreinfrastructure.org/projects/7272)
-[![Link to documentation](https://img.shields.io/static/v1?label=%F0%9F%93%96&message=Documentation&color=blue)](https://docs.k8sgpt.ai/)
+[![Link to documentation](https://img.shields.io/static/v1?label=%F0%9F%93%96&message=Documentation&color=blue)](https://docs.k8sgpt.ai/)  
 [![FOSSA Status](https://app.fossa.com/api/projects/git%2Bgithub.com%2Fk8sgpt-ai%2Fk8sgpt.svg?type=shield)](https://app.fossa.com/projects/git%2Bgithub.com%2Fk8sgpt-ai%2Fk8sgpt?ref=badge_shield)
+[![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
+[![Go version](https://img.shields.io/github/go-mod/go-version/k8sgpt-ai/k8sgpt.svg)](https://github.com/k8sgpt-ai/k8sgpt)
 [![codecov](https://codecov.io/github/k8sgpt-ai/k8sgpt/graph/badge.svg?token=ZLR7NG8URE)](https://codecov.io/github/k8sgpt-ai/k8sgpt)
+![GitHub last commit (branch)](https://img.shields.io/github/last-commit/k8sgpt-ai/k8sgpt/main)  

 `k8sgpt` is a tool for scanning your Kubernetes clusters, diagnosing, and triaging issues in simple English.

 It has SRE experience codified into its analyzers and helps to pull out the most relevant information to enrich it with AI.

-_Out of the box integration with OpenAI, Azure, Cohere, Amazon Bedrock and local models._
+_Out of the box integration with OpenAI, Azure, Cohere, Amazon Bedrock, Google Gemini and local models._

 <a href="https://www.producthunt.com/posts/k8sgpt?utm_source=badge-featured&utm_medium=badge&utm_souce=badge-k8sgpt" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=389489&theme=light" alt="K8sGPT - K8sGPT&#0032;gives&#0032;Kubernetes&#0032;Superpowers&#0032;to&#0032;everyone | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a>

@@ -38,7 +41,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/k8sgpt_386.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.32/k8sgpt_386.rpm
  sudo rpm -ivh k8sgpt_386.rpm
  ```
  <!---x-release-please-end-->
@@ -47,7 +50,7 @@ brew install k8sgpt

  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/k8sgpt_amd64.rpm
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.32/k8sgpt_amd64.rpm
  sudo rpm -ivh -i k8sgpt_amd64.rpm
  ```
  <!---x-release-please-end-->
@@ -59,7 +62,7 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/k8sgpt_386.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.32/k8sgpt_386.deb
  sudo dpkg -i k8sgpt_386.deb
  ```
  <!---x-release-please-end-->
@@ -67,7 +70,7 @@ brew install k8sgpt

  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/k8sgpt_amd64.deb
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.32/k8sgpt_amd64.deb
  sudo dpkg -i k8sgpt_amd64.deb
  ```
  <!---x-release-please-end-->
@@ -80,14 +83,14 @@ brew install k8sgpt
  **32 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/k8sgpt_386.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.32/k8sgpt_386.apk
  apk add k8sgpt_386.apk
  ```
  <!---x-release-please-end-->
  **64 bit:**
  <!---x-release-please-start-version-->
  ```
-  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/k8sgpt_amd64.apk
+  curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.32/k8sgpt_amd64.apk
  apk add k8sgpt_amd64.apk
  ```
  <!---x-release-please-end-->x
@@ -125,14 +128,14 @@ _This mode of operation is ideal for continuous monitoring of your cluster and c

 ## Quick Start

-* Currently the default AI provider is OpenAI, you will need to generate an API key from [OpenAI](https://openai.com)
+* Currently, the default AI provider is OpenAI, you will need to generate an API key from [OpenAI](https://openai.com)
  * You can do this by running `k8sgpt generate` to open a browser link to generate it
 * Run `k8sgpt auth add` to set it in k8sgpt.
  * You can provide the password directly using the `--password` flag.
 * Run `k8sgpt filters` to manage the active filters used by the analyzer. By default, all filters are executed during analysis.
 * Run `k8sgpt analyze` to run a scan.
 * And use `k8sgpt analyze --explain` to get a more detailed explanation of the issues.
-* You also run `k8sgpt analyze --with-doc` (with or without the explain flag) to get the official documentation from kubernetes.
+* You also run `k8sgpt analyze --with-doc` (with or without the explain flag) to get the official documentation from Kubernetes.

 ## Analyzers

@@ -164,6 +167,7 @@ you will be able to write your own analyzers.
 - [x] gatewayClass
 - [x] gateway
 - [x] httproute
+- [x] logAnalyzer

 ## Examples

@@ -291,200 +295,30 @@ grpcurl -plaintext -d '{"namespace": "k8sgpt", "explain": false}' localhost:8080
 ```
 </details>

+## LLM AI Backends

-## Key Features
+K8sGPT uses the chosen LLM, generative AI provider when you want to explain the analysis results using --explain flag e.g. `k8sgpt analyze --explain`. You can use `--backend` flag to specify a configured provider (it's `openai` by default).

-<details>
-<summary> LocalAI provider </summary>
-
-To run local models, it is possible to use OpenAI compatible APIs, for instance [LocalAI](https://github.com/go-skynet/LocalAI) which uses [llama.cpp](https://github.com/ggerganov/llama.cpp) and [ggml](https://github.com/ggerganov/ggml) to run inference on consumer-grade hardware. Models supported by LocalAI for instance are Vicuna, Alpaca, LLaMA, Cerebras, GPT4ALL, GPT4ALL-J and koala.
-
-
-To run local inference, you need to download the models first, for instance you can find `ggml` compatible models in [huggingface.com](https://huggingface.co/models?search=ggml) (for example vicuna, alpaca and koala).
-
-### Start the API server
-
-To start the API server, follow the instruction in [LocalAI](https://github.com/go-skynet/LocalAI#example-use-gpt4all-j-model).
-
-### Run k8sgpt
-
-To run k8sgpt, run `k8sgpt auth add` with the `localai` backend:
+You can list available providers using `k8sgpt auth list`:

 ```
-k8sgpt auth add --backend localai --model <model_name> --baseurl http://localhost:8080/v1 --temperature 0.7
-```
-
-Now you can analyze with the `localai` backend:
-
-```
-k8sgpt analyze --explain --backend localai
-```
-
-</details>
-
-<details>
-<summary> AzureOpenAI provider </summary>
-
-<em>Prerequisites:</em> an Azure OpenAI deployment is needed, please visit MS official [documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource) to create your own.
-
-To authenticate with k8sgpt, you will need the Azure OpenAI endpoint of your tenant `"https://your Azure OpenAI Endpoint"`, the api key to access your deployment, the deployment name of your model and the model name itself.
-
-
-To run k8sgpt, run `k8sgpt auth` with the `azureopenai` backend:
-```
-k8sgpt auth add --backend azureopenai --baseurl https://<your Azure OpenAI endpoint> --engine <deployment_name> --model <model_name>
-```
-Lastly, enter your Azure API key, after the prompt.
-
-Now you are ready to analyze with the azure openai backend:
-```
-k8sgpt analyze --explain --backend azureopenai
-```
-
-
-
-</details>
-
-<details>
-<summary>Cohere provider</summary>
-
-<em>Prerequisites:</em> a Cohere API key is needed, please visit the [Cohere dashboard](https://dashboard.cohere.ai/api-keys) to create one.
-
-To run k8sgpt, run `k8sgpt auth` with the `cohere` backend:
-
-```
-k8sgpt auth add --backend cohere --model command-nightly
-```
-
-Lastly, enter your Cohere API key, after the prompt.
-
-Now you are ready to analyze with the Cohere backend:
-
-```
-k8sgpt analyze --explain --backend cohere
-```
-
-</details>
-
-<details>
-<summary>Amazon Bedrock provider</summary>
-
-
-<em>Prerequisites</em>
-Bedrock API access is needed. 
-
-<img src="images/bedrock.png" width="500px;" />
-
-As illustrated below, you will need to enable this in the [AWS Console](https://eu-central-1.console.aws.amazon.com/bedrock/home?region=eu-central-1#/modelaccess)
-
-In addition to this you will need to set the follow local environmental variables:
-
-
-```
- AWS_ACCESS_KEY
- AWS_SECRET_ACCESS_KEY
- AWS_DEFAULT_REGION
-```
-
-
-```
-k8sgpt auth add --backend amazonbedrock --model anthropic.claude-v2
-```
-
-#### Usage
-
-```
-k8sgpt analyze -e -b amazonbedrock
-
-0 argocd/argocd-application-controller(argocd-application-controller)
- Error: StatefulSet uses the service argocd/argocd-application-controller which does not exist.
-
- You're right, I don't have enough context to determine if a StatefulSet is correctly configured to use a non-existent service. A StatefulSet manages Pods with persistent storage, and the Pods are created from the same spec. The service name referenced in the StatefulSet configuration would need to match an existing Kubernetes service for the Pods to connect to. Without more details on the specific StatefulSet and environment, I can't confirm whether the configuration is valid or not.
-```
-
-</details>
-
-<details>
-<summary>Amazon SageMaker Provider</summary>
-
-#### Prerequisites
-
-1. **AWS CLI Configuration**: Make sure you have the AWS Command Line Interface (CLI) configured on your machine. If you haven't already configured the AWS CLI, you can follow the official AWS documentation for instructions on how to do it: [AWS CLI Configuration Guide](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-configure.html).
-
-2. **SageMaker Instance**: You need to have an Amazon SageMaker instance set up. If you don't have one already, you can follow the step-by-step instructions provided in this repository for creating a SageMaker instance: [llm-sagemaker-jumpstart-cdk](https://github.com/zaremb/llm-sagemaker-jumpstart-cdk).
-
-#### Backend Configuration
-
-To add amazonsagemaker backend two parameters are required:
-
-* `--endpointname` Amazon SageMaker endpoint name.
-* `--providerRegion` AWS region where SageMaker instance is created. `k8sgpt` uses this region to connect to SageMaker (not the one defined with AWS CLI or environment variables )
-
-To add amazonsagemaker as a backend run:
-
-```bash
-k8sgpt auth add --backend amazonsagemaker --providerRegion eu-west-1 --endpointname endpoint-xxxxxxxxxx
-```
-
-#### Optional params
-
-Optionally, when adding the backend and later by changing the configuration file, you can set the following parameters:
-
-`-l, --maxtokens int`                        Specify a maximum output length. Adjust (1-...) to control text length. Higher values produce longer output, lower values limit length (default 2048)
-
-`-t, --temperature float32`                  The sampling temperature, value ranges between 0 ( output be more deterministic) and 1 (more random) (default 0.7)
-
-`-c, --topp float32`                         Probability Cutoff: Set a threshold (0.0-1.0) to limit word choices. Higher values add randomness, lower values increase predictability. (default 0.5)
-
-To make amazonsagemaker as a default backend run:
-
-```bash
-k8sgpt auth default -p amazonsagemaker
-```
-
-#### AmazonSageMaker Usage
-
-```bash
-./k8sgpt analyze -e -b amazonsagemaker
- 100% |███████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (1/1, 14 it/min)
-AI Provider: amazonsagemaker
-
-0 default/nginx(nginx)
- Error: Back-off pulling image "nginxx"
- Error: Back-off pulling image "nginxx"
-
-Solution:
-
-1. Check if the image exists in the registry by running `docker image ls nginxx`.
-2. If the image is not found, try pulling it by running `docker pull nginxx`.
-3. If the image is still not available, check if there are any network issues by running `docker network inspect` and `docker network list`.
-4. If the issue persists, try restarting the Docker daemon by running `sudo service docker restart`.
-```
-
-</details>
-
-<details>
-<summary>Setting a new default AI provider</summary>
-
-There may be scenarios where you wish to have K8sGPT plugged into several default AI providers. In this case you may wish to use one as a new default, other than OpenAI which is the project default.
-
-_To view available providers_
-
-```
-k8sgpt auth list
-Default:
+Default: 
 > openai
-Active:
+Active: 
+Unused: 
 > openai
-> azureopenai
-Unused:
 > localai
-> noopai
-> amazonbedrock
+> azureopenai
 > cohere
-
+> amazonbedrock
+> amazonsagemaker
+> google
+> huggingface
+> noopai
+> googlevertexai
 ```

+For detailed documentation on how to configure and use each provider see [here](https://docs.k8sgpt.ai/reference/providers/backend/).

 _To set a new default provider_

@@ -493,15 +327,12 @@ k8sgpt auth default -p azureopenai
 Default provider set to azureopenai
 ```

-
-</details>
-
+## Key Features

 <details>

 With this option, the data is anonymized before being sent to the AI Backend. During the analysis execution, `k8sgpt` retrieves sensitive data (Kubernetes object names, labels, etc.). This data is masked when sent to the AI backend and replaced by a key that can be used to de-anonymize the data when the solution is returned to the user.

-
 <summary> Anonymization </summary>

 1. Error reported during analysis:
@@ -549,6 +380,7 @@ Note: **Anonymization does not currently apply to events.**
  - RepicaSet
  - PersistentVolumeClaim
  - Pod
+  - Log
  - **_*Events_**

 ***Note**:
@@ -601,6 +433,8 @@ _Adding a remote cache_
 * AWS S3
   *  _As a prerequisite `AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are required as environmental variables._
   * Configuration, ``` k8sgpt cache add s3 --region <aws region> --bucket <name> ```
+   * Minio Configuration with HTTP endpoint ``` k8sgpt cache add s3 --bucket <name> --endpoint <http://localhost:9000>```
+   * Minio Configuration with HTTPs endpoint, skipping TLS verification ``` k8sgpt cache add s3 --bucket <name> --endpoint <https://localhost:9000> --insecure```
     * K8sGPT will create the bucket if it does not exist
 * Azure Storage
   * We support a number of [techniques](https://learn.microsoft.com/en-us/azure/developer/go/azure-sdk-authentication?tabs=bash#2-authenticate-with-azure) to authenticate against Azure
@@ -630,6 +464,33 @@ k8sgpt cache remove
 ```
 </details>

+<details>
+<summary> Custom Analyzers</summary>
+
+There may be scenarios where you wish to write your own analyzer in a language of your choice.
+K8sGPT now supports the ability to do so by abiding by the [schema](https://github.com/k8sgpt-ai/schemas/blob/main/protobuf/schema/v1/analyzer.proto) and serving the analyzer for consumption.
+To do so, define the analyzer within the K8sGPT configuration and it will add it into the scanning process.
+In addition to this you will need to enable the following flag on analysis:
+```
+k8sgpt analyze --custom-analysis
+```
+
+Here is an example local host analyzer in [Rust](https://github.com/k8sgpt-ai/host-analyzer)
+When this is run on `localhost:8080` the K8sGPT config can pick it up with the following additions:
+
+```
+custom_analyzers:
+  - name: host-analyzer
+    connection:
+      url: localhost
+      port: 8080
+```
+
+This now gives the ability to pass through hostOS information ( from this analyzer example ) to K8sGPT to use as context with normal analysis.
+
+_See the docs on how to write a custom analyzer_
+
+</details>

 ## Documentation

--- a/cmd/analyze/analyze.go
+++ b/cmd/analyze/analyze.go
@@ -16,23 +16,28 @@ package analyze
 import (
 	"fmt"
 	"os"
+	"os/signal"
+	"syscall"

 	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/ai/interactive"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/analysis"
 	"github.com/spf13/cobra"
 )

 var (
-	explain        bool
-	backend        string
-	output         string
-	filters        []string
-	language       string
-	nocache        bool
-	namespace      string
-	anonymize      bool
-	maxConcurrency int
-	withDoc        bool
+	explain         bool
+	backend         string
+	output          string
+	filters         []string
+	language        string
+	nocache         bool
+	namespace       string
+	anonymize       bool
+	maxConcurrency  int
+	withDoc         bool
+	interactiveMode bool
+	customAnalysis  bool
 )

 // AnalyzeCmd represents the problems command
@@ -43,7 +48,6 @@ var AnalyzeCmd = &cobra.Command{
 	Long: `This command will find problems within your Kubernetes cluster and
 	provide you with a list of issues that need to be resolved`,
 	Run: func(cmd *cobra.Command, args []string) {
-
 		// Create analysis configuration first.
 		config, err := analysis.NewAnalysis(
 			backend,
@@ -54,12 +58,18 @@ var AnalyzeCmd = &cobra.Command{
 			explain,
 			maxConcurrency,
 			withDoc,
+			interactiveMode,
 		)
+
 		if err != nil {
 			color.Red("Error: %v", err)
 			os.Exit(1)
 		}
+		defer config.Close()

+		if customAnalysis {
+			config.RunCustomAnalysis()
+		}
 		config.RunAnalysis()

 		if explain {
@@ -68,19 +78,42 @@ var AnalyzeCmd = &cobra.Command{
 				os.Exit(1)
 			}
 		}
-
 		// print results
-		output, err := config.PrintOutput(output)
+		output_data, err := config.PrintOutput(output)
 		if err != nil {
 			color.Red("Error: %v", err)
 			os.Exit(1)
 		}
-		fmt.Println(string(output))
+		fmt.Println(string(output_data))
+
+		if interactiveMode && explain {
+			if output == "json" {
+				color.Yellow("Caution: interactive mode using --json enabled may use additional tokens.")
+			}
+			sigs := make(chan os.Signal, 1)
+			signal.Notify(sigs, syscall.SIGINT, syscall.SIGTERM)
+			interactiveClient := interactive.NewInteractionRunner(config, output_data)
+
+			go interactiveClient.StartInteraction()
+			for {
+				select {
+				case res := <-sigs:
+					switch res {
+					default:
+						os.Exit(0)
+					}
+				case res := <-interactiveClient.State:
+					switch res {
+					case interactive.E_EXITED:
+						os.Exit(0)
+					}
+				}
+			}
+		}
 	},
 }

 func init() {
-
 	// namespace flag
 	AnalyzeCmd.Flags().StringVarP(&namespace, "namespace", "n", "", "Namespace to analyze")
 	// no cache flag
@@ -92,7 +125,7 @@ func init() {
 	// explain flag
 	AnalyzeCmd.Flags().BoolVarP(&explain, "explain", "e", false, "Explain the problem to me")
 	// add flag for backend
-	AnalyzeCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
+	AnalyzeCmd.Flags().StringVarP(&backend, "backend", "b", "", "Backend AI provider")
 	// output as json
 	AnalyzeCmd.Flags().StringVarP(&output, "output", "o", "text", "Output format (text, json)")
 	// add language options for output
@@ -101,4 +134,9 @@ func init() {
 	AnalyzeCmd.Flags().IntVarP(&maxConcurrency, "max-concurrency", "m", 10, "Maximum number of concurrent requests to the Kubernetes API server")
 	// kubernetes doc flag
 	AnalyzeCmd.Flags().BoolVarP(&withDoc, "with-doc", "d", false, "Give me the official documentation of the involved field")
+	// interactive mode flag
+	AnalyzeCmd.Flags().BoolVarP(&interactiveMode, "interactive", "i", false, "Enable interactive mode that allows further conversation with LLM about the problem. Works only with --explain flag")
+	// custom analysis flag
+	AnalyzeCmd.Flags().BoolVarP(&customAnalysis, "custom-analysis", "z", false, "Enable custom analyzers")
+
 }
--- a/cmd/auth/add.go
+++ b/cmd/auth/add.go
@@ -45,6 +45,9 @@ var addCmd = &cobra.Command{
 			_ = cmd.MarkFlagRequired("endpointname")
 			_ = cmd.MarkFlagRequired("providerRegion")
 		}
+		if strings.ToLower(backend) == "amazonbedrock" {
+			_ = cmd.MarkFlagRequired("providerRegion")
+		}
 	},
 	Run: func(cmd *cobra.Command, args []string) {

@@ -97,6 +100,10 @@ var addCmd = &cobra.Command{
 			color.Red("Error: topP ranges from 0 to 1.")
 			os.Exit(1)
 		}
+		if topK < 1 || topK > 100 {
+			color.Red("Error: topK ranges from 1 to 100.")
+			os.Exit(1)
+		}

 		if ai.NeedPassword(backend) && password == "" {
 			fmt.Printf("Enter %s Key: ", backend)
@@ -119,7 +126,10 @@ var addCmd = &cobra.Command{
 			Engine:         engine,
 			Temperature:    temperature,
 			ProviderRegion: providerRegion,
+			ProviderId:     providerId,
+			CompartmentId:  compartmentId,
 			TopP:           topP,
+			TopK:           topK,
 			MaxTokens:      maxTokens,
 		}

@@ -149,15 +159,21 @@ func init() {
 	// add flag for url
 	addCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "URL AI provider, (e.g `http://localhost:8080/v1`)")
 	// add flag for endpointName
-	addCmd.Flags().StringVarP(&endpointName, "endpointname", "n", "", "Endpoint Name, (e.g `endpoint-xxxxxxxxxxxx`)")
+	addCmd.Flags().StringVarP(&endpointName, "endpointname", "n", "", "Endpoint Name, e.g. `endpoint-xxxxxxxxxxxx` (only for amazonbedrock, amazonsagemaker backends)")
 	// add flag for topP
-	addCmd.Flags().Float32VarP(&topP, "topp", "c", 0.5, "Probability Cutoff: Set a threshold (0.0-1.0) to limit word choices. Higher values add randomness, lower values increase predictability.")
+	addCmd.Flags().Float32VarP(&topP, "topp", "", 0.5, "Probability Cutoff: Set a threshold (0.0-1.0) to limit word choices. Higher values add randomness, lower values increase predictability.")
+	// add flag for topK
+	addCmd.Flags().Int32VarP(&topK, "topk", "c", 50, "Sampling Cutoff: Set a threshold (1-100) to restrict the sampling process to the top K most probable words at each step. Higher values lead to greater variability, lower values increases predictability.")
 	// max tokens
 	addCmd.Flags().IntVarP(&maxTokens, "maxtokens", "l", 2048, "Specify a maximum output length. Adjust (1-...) to control text length. Higher values produce longer output, lower values limit length")
 	// add flag for temperature
 	addCmd.Flags().Float32VarP(&temperature, "temperature", "t", 0.7, "The sampling temperature, value ranges between 0 ( output be more deterministic) and 1 (more random)")
 	// add flag for azure open ai engine/deployment name
-	addCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name")
+	addCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name (only for azureopenai backend)")
 	//add flag for amazonbedrock region name
-	addCmd.Flags().StringVarP(&providerRegion, "providerRegion", "r", "", "Provider Region name")
+	addCmd.Flags().StringVarP(&providerRegion, "providerRegion", "r", "", "Provider Region name (only for amazonbedrock, googlevertexai backend)")
+	//add flag for vertexAI Project ID
+	addCmd.Flags().StringVarP(&providerId, "providerId", "i", "", "Provider specific ID for e.g. project (only for googlevertexai backend)")
+	//add flag for OCI Compartment ID
+	addCmd.Flags().StringVarP(&compartmentId, "compartmentId", "k", "", "Compartment ID for generative AI model (only for oci backend)")
 }
--- a/cmd/auth/auth.go
+++ b/cmd/auth/auth.go
@@ -27,7 +27,10 @@ var (
 	engine         string
 	temperature    float32
 	providerRegion string
+	providerId     string
+	compartmentId  string
 	topP           float32
+	topK           int32
 	maxTokens      int
 )

--- a/cmd/auth/list.go
+++ b/cmd/auth/list.go
@@ -24,7 +24,6 @@ import (
 )

 var details bool
-var userInput string

 var listCmd = &cobra.Command{
 	Use:   "list",
@@ -39,11 +38,6 @@ var listCmd = &cobra.Command{
 			os.Exit(1)
 		}

-		if details {
-			fmt.Println("Show password ? (y/n)")
-			fmt.Scan(&userInput)
-		}
-
 		// Print the default if it is set
 		fmt.Print(color.YellowString("Default: \n"))
 		if configAI.DefaultProvider != "" {
@@ -66,7 +60,7 @@ var listCmd = &cobra.Command{
 				if details {
 					for _, provider := range configAI.Providers {
 						if provider.Name == aiBackend {
-							printDetails(provider, userInput)
+							printDetails(provider)
 						}
 					}
 				}
@@ -91,7 +85,7 @@ func init() {
 	listCmd.Flags().BoolVar(&details, "details", false, "Print active provider configuration details")
 }

-func printDetails(provider ai.AIProvider, userInput string) {
+func printDetails(provider ai.AIProvider) {
 	if provider.Model != "" {
 		fmt.Printf("   - Model: %s\n", provider.Model)
 	}
--- a/cmd/cache/add.go
+++ b/cmd/cache/add.go
@@ -24,11 +24,14 @@ import (
 )

 var (
-	region         string
+	region string
+	//nolint:unused
 	bucketName     string
 	storageAccount string
 	containerName  string
 	projectId      string
+	endpoint       string
+	insecure       bool
 )

 // addCmd represents the add command
@@ -47,7 +50,7 @@ var addCmd = &cobra.Command{
 		}
 		fmt.Println(color.YellowString("Adding remote based cache"))
 		cacheType := args[0]
-		remoteCache, err := cache.NewCacheProvider(cacheType, bucketname, region, storageAccount, containerName, projectId)
+		remoteCache, err := cache.NewCacheProvider(cacheType, bucketName, region, endpoint, storageAccount, containerName, projectId, insecure)
 		if err != nil {
 			color.Red("Error: %v", err)
 			os.Exit(1)
@@ -62,9 +65,10 @@ var addCmd = &cobra.Command{

 func init() {
 	CacheCmd.AddCommand(addCmd)
-	addCmd.Flags().StringVarP(&region, "region", "r", "", "The region to use for the AWS S3 or GCS cache")
-	addCmd.Flags().StringVarP(&bucketname, "bucket", "b", "", "The name of the AWS S3 bucket to use for the cache")
-	addCmd.MarkFlagsRequiredTogether("region", "bucket")
+	addCmd.Flags().StringVarP(&region, "region", "r", "us-east-1", "The region to use for the AWS S3 or GCS cache")
+	addCmd.Flags().StringVarP(&endpoint, "endpoint", "e", "", "The S3 or minio endpoint")
+	addCmd.Flags().BoolVarP(&insecure, "insecure", "i", false, "Skip TLS verification for S3/Minio custom endpoint")
+	addCmd.Flags().StringVarP(&bucketName, "bucket", "b", "", "The name of the AWS S3 bucket to use for the cache")
 	addCmd.Flags().StringVarP(&projectId, "projectid", "p", "", "The GCP project ID")
 	addCmd.Flags().StringVarP(&storageAccount, "storageacc", "s", "", "The Azure storage account name of the container")
 	addCmd.Flags().StringVarP(&containerName, "container", "c", "", "The Azure container name to use for the cache")
--- a/cmd/cache/cache.go
+++ b/cmd/cache/cache.go
@@ -18,17 +18,16 @@ import (
 	"github.com/spf13/cobra"
 )

-var (
-	bucketname string
-)
-
 // cacheCmd represents the cache command
 var CacheCmd = &cobra.Command{
 	Use:   "cache",
 	Short: "For working with the cache the results of an analysis",
 	Long:  `Cache commands allow you to add a remote cache, list the contents of the cache, and remove items from the cache.`,
 	Run: func(cmd *cobra.Command, args []string) {
-		cmd.Help()
+		err := cmd.Help()
+		if err != nil {
+			panic(err)
+		}
 	},
 }

--- a/cmd/filters/list.go
+++ b/cmd/filters/list.go
@@ -15,6 +15,7 @@ package filters

 import (
 	"fmt"
+	"slices"

 	"github.com/fatih/color"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
@@ -40,10 +41,9 @@ var listCmd = &cobra.Command{
 		inactiveFilters := util.SliceDiff(availableFilters, activeFilters)
 		fmt.Print(color.YellowString("Active: \n"))
 		for _, filter := range activeFilters {
-
 			// if the filter is an integration, mark this differently
 			// but if the integration is inactive, remove
-			if util.SliceContainsString(integrationFilters, filter) {
+			if slices.Contains(integrationFilters, filter) {
 				fmt.Printf("> %s\n", color.BlueString("%s (integration)", filter))
 			} else {
 				// This strange bit of logic will loop through every integration via
@@ -60,13 +60,12 @@ var listCmd = &cobra.Command{
 			fmt.Print(color.YellowString("Unused: \n"))
 			for _, filter := range inactiveFilters {
 				// if the filter is an integration, mark this differently
-				if util.SliceContainsString(integrationFilters, filter) {
+				if slices.Contains(integrationFilters, filter) {
 					fmt.Printf("> %s\n", color.BlueString("%s (integration)", filter))
 				} else {
 					fmt.Printf("> %s\n", color.RedString(filter))
 				}
 			}
 		}
-
 	},
 }
--- a/cmd/generate/generate.go
+++ b/cmd/generate/generate.go
@@ -15,15 +15,17 @@ package generate

 import (
 	"fmt"
+	"os/exec"
+	"runtime"
+
 	"github.com/fatih/color"
 	"github.com/spf13/cobra"
 	"github.com/spf13/viper"
-	"os/exec"
-	"runtime"
 )

 var (
-	backend string
+	backend     string
+	backendType string
 )

 // generateCmd represents the auth command
@@ -33,7 +35,7 @@ var GenerateCmd = &cobra.Command{
 	Long:  `Opens your browser to generate a key for your chosen backend.`,
 	Run: func(cmd *cobra.Command, args []string) {

-		backendType := viper.GetString("backend_type")
+		backendType = viper.GetString("backend_type")
 		if backendType == "" {
 			// Set the default backend
 			backend = "openai"
@@ -85,6 +87,6 @@ func printInstructions(isGui bool, backendType string) {
 		color.Green("Please open: https://beta.openai.com/account/api-keys to generate a key for %s", backendType)
 		fmt.Println("")
 	}
-	color.Green("Please copy the generated key and run `k8sgpt auth` to add it to your config file")
+	color.Green("Please copy the generated key and run `k8sgpt auth add` to add it to your config file")
 	fmt.Println("")
 }
--- a/cmd/integration/activate.go
+++ b/cmd/integration/activate.go
@@ -21,9 +21,7 @@ import (
 	"github.com/spf13/viper"
 )

-var (
-	skipInstall bool
-)
+var skipInstall bool

 // activateCmd represents the activate command
 var activateCmd = &cobra.Command{
@@ -56,5 +54,4 @@ var activateCmd = &cobra.Command{
 func init() {
 	IntegrationCmd.AddCommand(activateCmd)
 	activateCmd.Flags().BoolVarP(&skipInstall, "no-install", "s", false, "Only activate the integration filter without installing the filter (for example, if that filter plugin is already deployed in cluster, we do not need to re-install it again)")
-
 }
--- a/cmd/serve/serve.go
+++ b/cmd/serve/serve.go
@@ -27,12 +27,15 @@ import (

 const (
 	defaultTemperature float32 = 0.7
+	defaultTopP        float32 = 1.0
+	defaultTopK        int32   = 50
 )

 var (
 	port        string
 	metricsPort string
 	backend     string
+	enableHttp  bool
 )

 var ServeCmd = &cobra.Command{
@@ -66,23 +69,59 @@ var ServeCmd = &cobra.Command{
 				}
 				return float32(temperature)
 			}
+			topP := func() float32 {
+				env := os.Getenv("K8SGPT_TOP_P")
+				if env == "" {
+					return defaultTopP
+				}
+				topP, err := strconv.ParseFloat(env, 32)
+				if err != nil {
+					color.Red("Unable to convert topP value: %v", err)
+					os.Exit(1)
+				}
+				if topP > 1.0 || topP < 0.0 {
+					color.Red("Error: topP ranges from 0 to 1.")
+					os.Exit(1)
+				}
+				return float32(topP)
+			}
+			topK := func() int32 {
+				env := os.Getenv("K8SGPT_TOP_K")
+				if env == "" {
+					return defaultTopK
+				}
+				topK, err := strconv.ParseFloat(env, 32)
+				if err != nil {
+					color.Red("Unable to convert topK value: %v", err)
+					os.Exit(1)
+				}
+				if topK < 10 || topK > 100 {
+					color.Red("Error: topK ranges from 1 to 100.")
+					os.Exit(1)
+				}
+				return int32(topK)
+			}
 			// Check for env injection
 			backend = os.Getenv("K8SGPT_BACKEND")
 			password := os.Getenv("K8SGPT_PASSWORD")
 			model := os.Getenv("K8SGPT_MODEL")
 			baseURL := os.Getenv("K8SGPT_BASEURL")
 			engine := os.Getenv("K8SGPT_ENGINE")
+			proxyEndpoint := os.Getenv("K8SGPT_PROXY_ENDPOINT")
 			// If the envs are set, allocate in place to the aiProvider
 			// else exit with error
 			envIsSet := backend != "" || password != "" || model != ""
 			if envIsSet {
 				aiProvider = &ai.AIProvider{
-					Name:        backend,
-					Password:    password,
-					Model:       model,
-					BaseURL:     baseURL,
-					Engine:      engine,
-					Temperature: temperature(),
+					Name:          backend,
+					Password:      password,
+					Model:         model,
+					BaseURL:       baseURL,
+					Engine:        engine,
+					ProxyEndpoint: proxyEndpoint,
+					Temperature:   temperature(),
+					TopP:          topP(),
+					TopK:          topK(),
 				}

 				configAI.Providers = append(configAI.Providers, *aiProvider)
@@ -120,12 +159,18 @@ var ServeCmd = &cobra.Command{
 			color.Red("failed to create logger: %v", err)
 			os.Exit(1)
 		}
-		defer logger.Sync()
+		defer func() {
+			if err := logger.Sync(); err != nil {
+				color.Red("failed to sync logger: %v", err)
+				os.Exit(1)
+			}
+		}()

 		server := k8sgptserver.Config{
 			Backend:     aiProvider.Name,
 			Port:        port,
 			MetricsPort: metricsPort,
+			EnableHttp:  enableHttp,
 			Token:       aiProvider.Password,
 			Logger:      logger,
 		}
@@ -153,4 +198,5 @@ func init() {
 	ServeCmd.Flags().StringVarP(&port, "port", "p", "8080", "Port to run the server on")
 	ServeCmd.Flags().StringVarP(&metricsPort, "metrics-port", "", "8081", "Port to run the metrics-server on")
 	ServeCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
+	ServeCmd.Flags().BoolVarP(&enableHttp, "http", "", false, "Enable REST/http using gppc-gateway")
 }
--- a/container/Dockerfile
+++ b/container/Dockerfile
@@ -9,7 +9,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.

-FROM golang:1.21-alpine3.19 AS builder
+FROM golang:1.22-alpine3.19 AS builder

 ENV CGO_ENABLED=0
 ARG VERSION
--- a/go.mod
+++ b/go.mod
@@ -5,14 +5,15 @@ go 1.21
 require (
 	github.com/aquasecurity/trivy-operator v0.17.1
 	github.com/fatih/color v1.16.0
+	github.com/kedacore/keda/v2 v2.11.2
 	github.com/magiconair/properties v1.8.7
 	github.com/mittwald/go-helm-client v0.12.5
-	github.com/sashabaranov/go-openai v1.17.10
-	github.com/schollz/progressbar/v3 v3.14.1
+	github.com/sashabaranov/go-openai v1.23.0
+	github.com/schollz/progressbar/v3 v3.14.2
 	github.com/spf13/cobra v1.8.0
 	github.com/spf13/viper v1.18.2
-	github.com/stretchr/testify v1.8.4
-	golang.org/x/term v0.15.0
+	github.com/stretchr/testify v1.9.0
+	golang.org/x/term v0.20.0
 	helm.sh/helm/v3 v3.13.3
 	k8s.io/api v0.28.4
 	k8s.io/apimachinery v0.28.4
@@ -24,56 +25,84 @@ require (
 require github.com/adrg/xdg v0.4.0

 require (
-	buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20231116211251-9f5041346631.2
-	buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.28.1-20231116211251-9f5041346631.4
-	cloud.google.com/go/storage v1.36.0
-	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.4.0
-	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.2.1
-	github.com/aws/aws-sdk-go v1.49.14
-	github.com/cohere-ai/cohere-go v0.2.0
+	buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc-ecosystem/gateway/v2 v2.19.1-20240406062209-1cc152efbf5c.1
+	buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20240406062209-1cc152efbf5c.3
+	buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.34.0-20240406062209-1cc152efbf5c.1
+	cloud.google.com/go/storage v1.40.0
+	cloud.google.com/go/vertexai v0.7.1
+	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.5.2
+	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.3.2
+	github.com/aws/aws-sdk-go v1.52.3
+	github.com/cohere-ai/cohere-go/v2 v2.7.3
+	github.com/google/generative-ai-go v0.11.0
+	github.com/grpc-ecosystem/grpc-gateway/v2 v2.19.1
+	github.com/hupe1980/go-huggingface v0.0.15
 	github.com/olekukonko/tablewriter v0.0.5
-	google.golang.org/api v0.154.0
+	github.com/oracle/oci-go-sdk/v65 v65.65.1
+	github.com/prometheus/prometheus v0.49.1
+	github.com/pterm/pterm v0.12.79
+	google.golang.org/api v0.172.0
+	gopkg.in/yaml.v2 v2.4.0
 	sigs.k8s.io/controller-runtime v0.16.3
 	sigs.k8s.io/gateway-api v1.0.0
 )

 require (
-	cloud.google.com/go v0.110.10 // indirect
-	cloud.google.com/go/compute v1.23.3 // indirect
+	atomicgo.dev/cursor v0.2.0 // indirect
+	atomicgo.dev/keyboard v0.2.9 // indirect
+	atomicgo.dev/schedule v0.1.0 // indirect
+	cloud.google.com/go v0.112.1 // indirect
+	cloud.google.com/go/ai v0.3.5-0.20240409161017-ce55ad694f21 // indirect
+	cloud.google.com/go/aiplatform v1.60.0 // indirect
+	cloud.google.com/go/compute v1.24.0 // indirect
 	cloud.google.com/go/compute/metadata v0.2.3 // indirect
-	cloud.google.com/go/iam v1.1.5 // indirect
-	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.9.1 // indirect
-	github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.1 // indirect
-	github.com/AzureAD/microsoft-authentication-library-for-go v1.2.0 // indirect
+	cloud.google.com/go/iam v1.1.7 // indirect
+	cloud.google.com/go/longrunning v0.5.6 // indirect
+	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.11.1 // indirect
+	github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.2 // indirect
+	github.com/AzureAD/microsoft-authentication-library-for-go v1.2.2 // indirect
 	github.com/Microsoft/hcsshim v0.11.4 // indirect
+	github.com/alecthomas/units v0.0.0-20231202071711-9a357b53e9c9 // indirect
 	github.com/anchore/go-struct-converter v0.0.0-20230627203149-c72ef8859ca9 // indirect
-	github.com/cohere-ai/tokenizer v1.1.1 // indirect
+	github.com/containerd/console v1.0.3 // indirect
 	github.com/containerd/log v0.1.0 // indirect
 	github.com/distribution/reference v0.5.0 // indirect
-	github.com/dlclark/regexp2 v1.10.0 // indirect
 	github.com/evanphx/json-patch/v5 v5.7.0 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
-	github.com/golang-jwt/jwt/v5 v5.0.0 // indirect
+	github.com/go-kit/log v0.2.1 // indirect
+	github.com/go-logfmt/logfmt v0.6.0 // indirect
+	github.com/gofrs/flock v0.8.1 // indirect
+	github.com/golang-jwt/jwt/v5 v5.2.1 // indirect
 	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
 	github.com/google/gnostic-models v0.6.9-0.20230804172637-c7be7c783f49 // indirect
 	github.com/google/s2a-go v0.1.7 // indirect
 	github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect
-	github.com/googleapis/gax-go/v2 v2.12.0 // indirect
+	github.com/googleapis/gax-go/v2 v2.12.3 // indirect
+	github.com/gookit/color v1.5.4 // indirect
+	github.com/grafana/regexp v0.0.0-20221122212121-6b5c0a4cb7fd // indirect
 	github.com/jmespath/go-jmespath v0.4.0 // indirect
+	github.com/jpillora/backoff v1.0.0 // indirect
 	github.com/kylelemons/godebug v1.1.0 // indirect
-	github.com/matttproud/golang_protobuf_extensions/v2 v2.0.0 // indirect
-	github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8 // indirect
+	github.com/lithammer/fuzzysearch v1.1.8 // indirect
+	github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f // indirect
+	github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
+	github.com/prometheus/common/sigv4 v0.1.0 // indirect
 	github.com/sagikazarmark/locafero v0.4.0 // indirect
 	github.com/sagikazarmark/slog-shim v0.1.0 // indirect
+	github.com/sony/gobreaker v0.5.0 // indirect
 	github.com/sourcegraph/conc v0.3.0 // indirect
+	github.com/xo/terminfo v0.0.0-20220910002029-abceb7e1c41e // indirect
 	go.opencensus.io v0.24.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.46.1 // indirect
-	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.46.1 // indirect
-	go.opentelemetry.io/otel/metric v1.21.0 // indirect
-	google.golang.org/genproto v0.0.0-20231120223509-83a465c0220f // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20231120223509-83a465c0220f // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20231127180814-3a041ad873d4 // indirect
+	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.49.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.49.0 // indirect
+	go.opentelemetry.io/otel/metric v1.24.0 // indirect
+	gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect
+	google.golang.org/genproto v0.0.0-20240213162025-012b6fc9bca9 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20240401170217-c3f982113cda // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20240325203815-454cdb8f5daa // indirect
 	gopkg.in/evanphx/json-patch.v5 v5.7.0 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+	knative.dev/pkg v0.0.0-20230616134650-eb63a40adfb0 // indirect
 )

 require (
@@ -111,21 +140,21 @@ require (
 	github.com/fsnotify/fsnotify v1.7.0 // indirect
 	github.com/go-errors/errors v1.5.1 // indirect
 	github.com/go-gorp/gorp/v3 v3.1.0 // indirect
-	github.com/go-logr/logr v1.3.0 // indirect
+	github.com/go-logr/logr v1.4.1 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/go-openapi/jsonpointer v0.20.0 // indirect
 	github.com/go-openapi/jsonreference v0.20.2 // indirect
 	github.com/go-openapi/swag v0.22.4 // indirect
 	github.com/gobwas/glob v0.2.3 // indirect
 	github.com/gogo/protobuf v1.3.2 // indirect
-	github.com/golang/protobuf v1.5.3 // indirect
+	github.com/golang/protobuf v1.5.4 // indirect
 	github.com/google/btree v1.1.2 // indirect
 	github.com/google/gnostic v0.7.0
 	github.com/google/go-cmp v0.6.0 // indirect
 	github.com/google/go-containerregistry v0.16.1 // indirect
 	github.com/google/gofuzz v1.2.0 // indirect
 	github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect
-	github.com/google/uuid v1.4.0 // indirect
+	github.com/google/uuid v1.6.0 // indirect
 	github.com/gorilla/mux v1.8.0 // indirect
 	github.com/gosuri/uitable v0.0.4 // indirect
 	github.com/gregjones/httpcache v0.0.0-20190611155906-901d90724c79 // indirect
@@ -138,7 +167,7 @@ require (
 	github.com/jmoiron/sqlx v1.3.5 // indirect
 	github.com/josharian/intern v1.0.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
-	github.com/klauspost/compress v1.17.2 // indirect
+	github.com/klauspost/compress v1.17.4 // indirect
 	github.com/lann/builder v0.0.0-20180802200727-47ae307949d0 // indirect
 	github.com/lann/ps v0.0.0-20150810152359-62de8c46ede0 // indirect
 	github.com/lib/pq v1.10.9 // indirect
@@ -167,11 +196,11 @@ require (
 	github.com/peterbourgon/diskv v2.0.1+incompatible // indirect
 	github.com/pkg/errors v0.9.1 // indirect
 	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
-	github.com/prometheus/client_golang v1.18.0
+	github.com/prometheus/client_golang v1.19.0
 	github.com/prometheus/client_model v0.5.0 // indirect
-	github.com/prometheus/common v0.45.0 // indirect
+	github.com/prometheus/common v0.48.0 // indirect
 	github.com/prometheus/procfs v0.12.0 // indirect
-	github.com/rivo/uniseg v0.4.4 // indirect
+	github.com/rivo/uniseg v0.4.7 // indirect
 	github.com/robfig/cron/v3 v3.0.1
 	github.com/rubenv/sql-migrate v1.5.2 // indirect
 	github.com/russross/blackfriday/v2 v2.1.0 // indirect
@@ -187,34 +216,32 @@ require (
 	github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 // indirect
 	github.com/xeipuuv/gojsonschema v1.2.0 // indirect
 	github.com/xlab/treeprint v1.2.0 // indirect
-	go.opentelemetry.io/otel v1.21.0 // indirect
-	go.opentelemetry.io/otel/trace v1.21.0 // indirect
+	go.opentelemetry.io/otel v1.24.0 // indirect
+	go.opentelemetry.io/otel/trace v1.24.0 // indirect
 	go.starlark.net v0.0.0-20231016134836-22325403fcb3 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
-	go.uber.org/zap v1.26.0
-	golang.org/x/crypto v0.17.0 // indirect
-	golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa // indirect
-	golang.org/x/net v0.19.0 // indirect
-	golang.org/x/oauth2 v0.15.0 // indirect
-	golang.org/x/sync v0.5.0 // indirect
-	golang.org/x/sys v0.15.0 // indirect
-	golang.org/x/text v0.14.0 // indirect
+	go.uber.org/zap v1.27.0
+	golang.org/x/crypto v0.23.0 // indirect
+	golang.org/x/exp v0.0.0-20231206192017-f3f8817b8deb // indirect
+	golang.org/x/net v0.25.0
+	golang.org/x/oauth2 v0.18.0 // indirect
+	golang.org/x/sync v0.6.0 // indirect
+	golang.org/x/sys v0.20.0 // indirect
+	golang.org/x/text v0.15.0 // indirect
 	golang.org/x/time v0.5.0 // indirect
 	golang.org/x/xerrors v0.0.0-20231012003039-104605ab7028 // indirect
 	google.golang.org/appengine v1.6.8 // indirect
-	google.golang.org/grpc v1.60.1
-	google.golang.org/protobuf v1.31.0 // indirect
+	google.golang.org/grpc v1.62.1
+	google.golang.org/protobuf v1.34.0 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
-	gopkg.in/yaml.v2 v2.4.0 // indirect
-	gopkg.in/yaml.v3 v3.0.1 // indirect
 	k8s.io/apiextensions-apiserver v0.28.4
 	k8s.io/apiserver v0.28.4 // indirect
 	k8s.io/cli-runtime v0.28.4 // indirect
 	k8s.io/component-base v0.28.4 // indirect
-	k8s.io/klog/v2 v2.100.1 // indirect
+	k8s.io/klog/v2 v2.110.1 // indirect
 	k8s.io/kube-openapi v0.0.0-20231010175941-2dd684a91f00 // indirect
-	k8s.io/utils v0.0.0-20230726121419-3b25d923346b // indirect
+	k8s.io/utils v0.0.0-20240423183400-0849a56e8f22
 	oras.land/oras-go v1.2.4 // indirect
 	sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect
 	sigs.k8s.io/kustomize/api v0.15.0 // indirect
--- a/go.sum
+++ b/go.sum
--- a/images/bedrock.png
+++ b/images/bedrock.png
--- a/pkg/ai/amazonbedrock.go
+++ b/pkg/ai/amazonbedrock.go
@@ -2,25 +2,22 @@ package ai

 import (
 	"context"
-	"encoding/base64"
 	"encoding/json"
 	"fmt"
-	"strings"
-
-	"github.com/fatih/color"
-
-	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	"os"

 	"github.com/aws/aws-sdk-go/aws"
 	"github.com/aws/aws-sdk-go/aws/session"
 	"github.com/aws/aws-sdk-go/service/bedrockruntime"
 )

+const amazonbedrockAIClientName = "amazonbedrock"
+
 // AmazonBedRockClient represents the client for interacting with the Amazon Bedrock service.
 type AmazonBedRockClient struct {
+	nopCloser
+
 	client      *bedrockruntime.BedrockRuntime
-	language    string
 	model       string
 	temperature float32
 }
@@ -80,6 +77,9 @@ func GetModelOrDefault(model string) string {
 // GetModelOrDefault check config region
 func GetRegionOrDefault(region string) string {

+	if os.Getenv("AWS_DEFAULT_REGION") != "" {
+		region = os.Getenv("AWS_DEFAULT_REGION")
+	}
 	// Check if the provided model is in the list
 	for _, m := range BEDROCKER_SUPPORTED_REGION {
 		if m == region {
@@ -91,8 +91,8 @@ func GetRegionOrDefault(region string) string {
 	return BEDROCK_DEFAULT_REGION
 }

-// Configure configures the AmazonBedRockClient with the provided configuration and language.
-func (a *AmazonBedRockClient) Configure(config IAIConfig, language string) error {
+// Configure configures the AmazonBedRockClient with the provided configuration.
+func (a *AmazonBedRockClient) Configure(config IAIConfig) error {

 	// Create a new AWS session
 	providerRegion := GetRegionOrDefault(config.GetProviderRegion())
@@ -107,7 +107,6 @@ func (a *AmazonBedRockClient) Configure(config IAIConfig, language string) error

 	// Create a new BedrockRuntime client
 	a.client = bedrockruntime.New(sess)
-	a.language = language
 	a.model = GetModelOrDefault(config.GetModel())
 	a.temperature = config.GetTemperature()

@@ -115,7 +114,7 @@ func (a *AmazonBedRockClient) Configure(config IAIConfig, language string) error
 }

 // GetCompletion sends a request to the model for generating completion based on the provided prompt.
-func (a *AmazonBedRockClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
+func (a *AmazonBedRockClient) GetCompletion(ctx context.Context, prompt string) (string, error) {

 	// Prepare the input data for the model invocation
 	request := map[string]interface{}{
@@ -152,45 +151,7 @@ func (a *AmazonBedRockClient) GetCompletion(ctx context.Context, prompt string,
 	return output.Completion, nil
 }

-// Parse generates a completion for the provided prompt using the Amazon Bedrock model.
-func (a *AmazonBedRockClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
-	inputKey := strings.Join(prompt, " ")
-	// Check for cached data
-	cacheKey := util.GetCacheKey(a.GetName(), a.language, inputKey)
-
-	if !cache.IsCacheDisabled() && cache.Exists(cacheKey) {
-		response, err := cache.Load(cacheKey)
-		if err != nil {
-			return "", err
-		}
-
-		if response != "" {
-			output, err := base64.StdEncoding.DecodeString(response)
-			if err != nil {
-				color.Red("error decoding cached data: %v", err)
-				return "", nil
-			}
-			return string(output), nil
-		}
-	}
-
-	response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
-
-	if err != nil {
-		return "", err
-	}
-
-	err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
-
-	if err != nil {
-		color.Red("error storing value to cache: %v", err)
-		return "", nil
-	}
-
-	return response, nil
-}
-
 // GetName returns the name of the AmazonBedRockClient.
 func (a *AmazonBedRockClient) GetName() string {
-	return "amazonbedrock"
+	return amazonbedrockAIClientName
 }
--- a/pkg/ai/amazonsagemaker.go
+++ b/pkg/ai/amazonsagemaker.go
@@ -15,28 +15,25 @@ package ai

 import (
 	"context"
-	"encoding/base64"
-	"fmt"
-	"strings"
-
 	"encoding/json"
-
-	"github.com/fatih/color"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	"fmt"

 	"github.com/aws/aws-sdk-go/aws"
 	"github.com/aws/aws-sdk-go/aws/session"
 	"github.com/aws/aws-sdk-go/service/sagemakerruntime"
 )

+const amazonsagemakerAIClientName = "amazonsagemaker"
+
 type SageMakerAIClient struct {
+	nopCloser
+
 	client      *sagemakerruntime.SageMakerRuntime
-	language    string
 	model       string
 	temperature float32
 	endpoint    string
 	topP        float32
+	topK        int32
 	maxTokens   int
 }

@@ -60,10 +57,11 @@ type Message struct {
 type Parameters struct {
 	MaxNewTokens int     `json:"max_new_tokens"`
 	TopP         float64 `json:"top_p"`
+	TopK         float64 `json:"top_k"`
 	Temperature  float64 `json:"temperature"`
 }

-func (c *SageMakerAIClient) Configure(config IAIConfig, language string) error {
+func (c *SageMakerAIClient) Configure(config IAIConfig) error {

 	// Create a new AWS session
 	sess := session.Must(session.NewSessionWithOptions(session.Options{
@@ -71,7 +69,6 @@ func (c *SageMakerAIClient) Configure(config IAIConfig, language string) error {
 		SharedConfigState: session.SharedConfigEnable,
 	}))

-	c.language = language
 	// Create a new SageMaker runtime client
 	c.client = sagemakerruntime.New(sess)
 	c.model = config.GetModel()
@@ -79,27 +76,24 @@ func (c *SageMakerAIClient) Configure(config IAIConfig, language string) error {
 	c.temperature = config.GetTemperature()
 	c.maxTokens = config.GetMaxTokens()
 	c.topP = config.GetTopP()
+	c.topK = config.GetTopK()
 	return nil
 }

-func (c *SageMakerAIClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
+func (c *SageMakerAIClient) GetCompletion(_ context.Context, prompt string) (string, error) {
 	// Create a completion request
-
-	if len(promptTmpl) == 0 {
-		promptTmpl = PromptMap["default"]
-	}
-
 	request := Request{
 		Inputs: [][]Message{
 			{
 				{Role: "system", Content: "DEFAULT_PROMPT"},
-				{Role: "user", Content: fmt.Sprintf(promptTmpl, c.language, prompt)},
+				{Role: "user", Content: prompt},
 			},
 		},

 		Parameters: Parameters{
 			MaxNewTokens: int(c.maxTokens),
 			TopP:         float64(c.topP),
+			TopK:         float64(c.topK),
 			Temperature:  float64(c.temperature),
 		},
 	}
@@ -142,29 +136,6 @@ func (c *SageMakerAIClient) GetCompletion(ctx context.Context, prompt string, pr
 	return content, nil
 }

-func (a *SageMakerAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
-	// parse the text with the AI backend
-	inputKey := strings.Join(prompt, " ")
-	// Check for cached data
-	sEnc := base64.StdEncoding.EncodeToString([]byte(inputKey))
-	cacheKey := util.GetCacheKey(a.GetName(), a.language, sEnc)
-
-	response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
-	if err != nil {
-		color.Red("error getting completion: %v", err)
-		return "", err
-	}
-
-	err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
-
-	if err != nil {
-		color.Red("error storing value to cache: %v", err)
-		return "", err
-	}
-
-	return response, nil
-}
-
-func (a *SageMakerAIClient) GetName() string {
-	return "amazonsagemaker"
+func (c *SageMakerAIClient) GetName() string {
+	return amazonsagemakerAIClientName
 }
--- a/pkg/ai/azureopenai.go
+++ b/pkg/ai/azureopenai.go
@@ -2,30 +2,28 @@ package ai

 import (
 	"context"
-	"encoding/base64"
 	"errors"
-	"fmt"
-	"strings"
-
-	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
-
-	"github.com/fatih/color"
+	"net/http"
+	"net/url"

 	"github.com/sashabaranov/go-openai"
 )

+const azureAIClientName = "azureopenai"
+
 type AzureAIClient struct {
+	nopCloser
+
 	client      *openai.Client
-	language    string
 	model       string
 	temperature float32
 }

-func (c *AzureAIClient) Configure(config IAIConfig, lang string) error {
+func (c *AzureAIClient) Configure(config IAIConfig) error {
 	token := config.GetPassword()
 	baseURL := config.GetBaseURL()
 	engine := config.GetEngine()
+	proxyEndpoint := config.GetProxyEndpoint()
 	defaultConfig := openai.DefaultAzureConfig(token, baseURL)

 	defaultConfig.AzureModelMapperFunc = func(model string) string {
@@ -36,25 +34,38 @@ func (c *AzureAIClient) Configure(config IAIConfig, lang string) error {
 		return azureModelMapping[model]

 	}
+
+	if proxyEndpoint != "" {
+		proxyUrl, err := url.Parse(proxyEndpoint)
+		if err != nil {
+			return err
+		}
+		transport := &http.Transport{
+			Proxy: http.ProxyURL(proxyUrl),
+		}
+
+		defaultConfig.HTTPClient = &http.Client{
+			Transport: transport,
+		}
+	}
 	client := openai.NewClientWithConfig(defaultConfig)
 	if client == nil {
 		return errors.New("error creating Azure OpenAI client")
 	}
-	c.language = lang
 	c.client = client
 	c.model = config.GetModel()
 	c.temperature = config.GetTemperature()
 	return nil
 }

-func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
+func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
 	// Create a completion request
 	resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
 		Model: c.model,
 		Messages: []openai.ChatCompletionMessage{
 			{
 				Role:    openai.ChatMessageRoleUser,
-				Content: fmt.Sprintf(default_prompt, c.language, prompt),
+				Content: prompt,
 			},
 		},
 		Temperature: c.temperature,
@@ -65,42 +76,6 @@ func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string, prompt
 	return resp.Choices[0].Message.Content, nil
 }

-func (a *AzureAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
-	inputKey := strings.Join(prompt, " ")
-	// Check for cached data
-	cacheKey := util.GetCacheKey(a.GetName(), a.language, inputKey)
-
-	if !cache.IsCacheDisabled() && cache.Exists(cacheKey) {
-		response, err := cache.Load(cacheKey)
-		if err != nil {
-			return "", err
-		}
-
-		if response != "" {
-			output, err := base64.StdEncoding.DecodeString(response)
-			if err != nil {
-				color.Red("error decoding cached data: %v", err)
-				return "", nil
-			}
-			return string(output), nil
-		}
-	}
-
-	response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
-	if err != nil {
-		return "", err
-	}
-
-	err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
-
-	if err != nil {
-		color.Red("error storing value to cache: %v", err)
-		return "", nil
-	}
-
-	return response, nil
-}
-
-func (a *AzureAIClient) GetName() string {
-	return "azureopenai"
+func (c *AzureAIClient) GetName() string {
+	return azureAIClientName
 }
--- a/pkg/ai/cohere.go
+++ b/pkg/ai/cohere.go
@@ -15,104 +15,66 @@ package ai

 import (
 	"context"
-	"encoding/base64"
 	"errors"
-	"fmt"
-	"strings"

-	"github.com/cohere-ai/cohere-go"
-	"github.com/fatih/color"
-
-	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	api "github.com/cohere-ai/cohere-go/v2"
+	cohere "github.com/cohere-ai/cohere-go/v2/client"
+	"github.com/cohere-ai/cohere-go/v2/option"
 )

+const cohereAIClientName = "cohere"
+
 type CohereClient struct {
+	nopCloser
+
 	client      *cohere.Client
-	language    string
 	model       string
 	temperature float32
+	maxTokens   int
 }

-func (c *CohereClient) Configure(config IAIConfig, language string) error {
+func (c *CohereClient) Configure(config IAIConfig) error {
 	token := config.GetPassword()

-	client, err := cohere.CreateClient(token)
-	if err != nil {
-		return err
+	opts := []option.RequestOption{
+		cohere.WithToken(token),
 	}

 	baseURL := config.GetBaseURL()
 	if baseURL != "" {
-		client.BaseURL = baseURL
+		opts = append(opts, cohere.WithBaseURL(baseURL))
 	}

+	client := cohere.NewClient(opts...)
 	if client == nil {
 		return errors.New("error creating Cohere client")
 	}
-	c.language = language
+
 	c.client = client
 	c.model = config.GetModel()
 	c.temperature = config.GetTemperature()
+	c.maxTokens = config.GetMaxTokens()
+
 	return nil
 }

-func (c *CohereClient) GetCompletion(ctx context.Context, prompt, promptTmpl string) (string, error) {
+func (c *CohereClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
 	// Create a completion request
-	if len(promptTmpl) == 0 {
-		promptTmpl = PromptMap["default"]
-	}
-	resp, err := c.client.Generate(cohere.GenerateOptions{
-		Model:             c.model,
-		Prompt:            fmt.Sprintf(strings.TrimSpace(promptTmpl), c.language, prompt),
-		MaxTokens:         cohere.Uint(2048),
-		Temperature:       cohere.Float64(float64(c.temperature)),
-		K:                 cohere.Int(0),
-		StopSequences:     []string{},
-		ReturnLikelihoods: "NONE",
+	response, err := c.client.Chat(ctx, &api.ChatRequest{
+		Message:      prompt,
+		Model:        &c.model,
+		K:            api.Int(0),
+		Preamble:     api.String(""),
+		Temperature:  api.Float64(float64(c.temperature)),
+		RawPrompting: api.Bool(false),
+		MaxTokens:    api.Int(c.maxTokens),
 	})
 	if err != nil {
 		return "", err
 	}
-	return resp.Generations[0].Text, nil
+	return response.Text, nil
 }

-func (a *CohereClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
-	inputKey := strings.Join(prompt, " ")
-	// Check for cached data
-	cacheKey := util.GetCacheKey(a.GetName(), a.language, inputKey)
-
-	if !cache.IsCacheDisabled() && cache.Exists(cacheKey) {
-		response, err := cache.Load(cacheKey)
-		if err != nil {
-			return "", err
-		}
-
-		if response != "" {
-			output, err := base64.StdEncoding.DecodeString(response)
-			if err != nil {
-				color.Red("error decoding cached data: %v", err)
-				return "", nil
-			}
-			return string(output), nil
-		}
-	}
-
-	response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
-	if err != nil {
-		return "", err
-	}
-
-	err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
-
-	if err != nil {
-		color.Red("error storing value to cache: %v", err)
-		return "", nil
-	}
-
-	return response, nil
-}
-
-func (a *CohereClient) GetName() string {
-	return "cohere"
+func (c *CohereClient) GetName() string {
+	return cohereAIClientName
 }
--- a/pkg/ai/googlegenai.go
+++ b/pkg/ai/googlegenai.go
@@ -0,0 +1,122 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package ai
+
+import (
+	"context"
+	"errors"
+	"fmt"
+
+	"github.com/fatih/color"
+	"github.com/google/generative-ai-go/genai"
+	"google.golang.org/api/option"
+)
+
+const googleAIClientName = "google"
+
+type GoogleGenAIClient struct {
+	client *genai.Client
+
+	model       string
+	temperature float32
+	topP        float32
+	topK        int32
+	maxTokens   int
+}
+
+func (c *GoogleGenAIClient) Configure(config IAIConfig) error {
+	ctx := context.Background()
+
+	// Access your API key as an environment variable (see "Set up your API key" above)
+	token := config.GetPassword()
+	authOption := option.WithAPIKey(token)
+	if token[0] == '{' {
+		authOption = option.WithCredentialsJSON([]byte(token))
+	}
+
+	client, err := genai.NewClient(ctx, authOption)
+	if err != nil {
+		return fmt.Errorf("creating genai Google SDK client: %w", err)
+	}
+
+	c.client = client
+	c.model = config.GetModel()
+	c.temperature = config.GetTemperature()
+	c.topP = config.GetTopP()
+	c.topK = config.GetTopK()
+	c.maxTokens = config.GetMaxTokens()
+	return nil
+}
+
+func (c *GoogleGenAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
+	// Available models are at https://ai.google.dev/models e.g.gemini-pro.
+	model := c.client.GenerativeModel(c.model)
+	model.SetTemperature(c.temperature)
+	model.SetTopP(c.topP)
+	model.SetTopK(c.topK)
+	model.SetMaxOutputTokens(int32(c.maxTokens))
+
+	// Google AI SDK is capable of different inputs than just text, for now set explicit text prompt type.
+	// Similarly, we could stream the response. For now k8sgpt does not support streaming.
+	resp, err := model.GenerateContent(ctx, genai.Text(prompt))
+	if err != nil {
+		return "", err
+	}
+
+	if len(resp.Candidates) == 0 {
+		if resp.PromptFeedback.BlockReason == genai.BlockReasonSafety {
+			for _, r := range resp.PromptFeedback.SafetyRatings {
+				if !r.Blocked {
+					continue
+				}
+				return "", fmt.Errorf("complection blocked due to %v with probability %v", r.Category.String(), r.Probability.String())
+			}
+		}
+		return "", errors.New("no complection returned; unknown reason")
+	}
+
+	// Format output.
+	// TODO(bwplotka): Provider richer output in certain cases e.g. suddenly finished
+	// completion based on finish reasons or safety rankings.
+	got := resp.Candidates[0]
+	var output string
+	for _, part := range got.Content.Parts {
+		switch o := part.(type) {
+		case genai.Text:
+			output += string(o)
+			output += "\n"
+		default:
+			color.Yellow("found unsupported AI response part of type %T; ignoring", part)
+		}
+	}
+
+	if got.CitationMetadata != nil && len(got.CitationMetadata.CitationSources) > 0 {
+		output += "Citations:\n"
+		for _, source := range got.CitationMetadata.CitationSources {
+			// TODO(bwplotka): Give details around what exactly words could be attributed to the citation.
+			output += fmt.Sprintf("* %s, %s\n", *source.URI, source.License)
+		}
+	}
+	return output, nil
+}
+
+func (c *GoogleGenAIClient) GetName() string {
+	return googleAIClientName
+}
+
+func (c *GoogleGenAIClient) Close() {
+	if err := c.client.Close(); err != nil {
+		color.Red("googleai client close error: %v", err)
+	}
+}
--- a/pkg/ai/googlevertexai.go
+++ b/pkg/ai/googlevertexai.go
@@ -0,0 +1,181 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package ai
+
+import (
+	"context"
+	"errors"
+	"fmt"
+
+	"cloud.google.com/go/vertexai/genai"
+	"github.com/fatih/color"
+)
+
+const googleVertexAIClientName = "googlevertexai"
+
+type GoogleVertexAIClient struct {
+	client *genai.Client
+
+	model       string
+	temperature float32
+	topP        float32
+	topK        int32
+	maxTokens   int
+}
+
+// Vertex AI Gemini supported Regions
+// https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/gemini
+const VERTEXAI_DEFAULT_REGION = "us-central1" // default use us-east-1 region
+
+const (
+	US_Central_1             = "us-central1"
+	US_West_4                = "us-west4"
+	North_America_Northeast1 = "northamerica-northeast1"
+	US_East_4                = "us-east4"
+	US_West_1                = "us-west1"
+	Asia_Northeast_3         = "asia-northeast3"
+	Asia_Southeast_1         = "asia-southeast1"
+	Asia_Northeast_1         = "asia-northeast1"
+)
+
+var VERTEXAI_SUPPORTED_REGION = []string{
+	US_Central_1,
+	US_West_4,
+	North_America_Northeast1,
+	US_East_4,
+	US_West_1,
+	Asia_Northeast_3,
+	Asia_Southeast_1,
+	Asia_Northeast_1,
+}
+
+const (
+	ModelGeminiProV1 = "gemini-1.0-pro-001"
+)
+
+var VERTEXAI_MODELS = []string{
+	ModelGeminiProV1,
+}
+
+// GetModelOrDefault check config model
+func GetVertexAIModelOrDefault(model string) string {
+
+	// Check if the provided model is in the list
+	for _, m := range VERTEXAI_MODELS {
+		if m == model {
+			return model // Return the provided model
+		}
+	}
+
+	// Return the default model if the provided model is not in the list
+	return VERTEXAI_MODELS[0]
+}
+
+// GetModelOrDefault check config region
+func GetVertexAIRegionOrDefault(region string) string {
+
+	// Check if the provided model is in the list
+	for _, m := range VERTEXAI_SUPPORTED_REGION {
+		if m == region {
+			return region // Return the provided model
+		}
+	}
+
+	// Return the default model if the provided model is not in the list
+	return VERTEXAI_DEFAULT_REGION
+}
+
+func (g *GoogleVertexAIClient) Configure(config IAIConfig) error {
+	ctx := context.Background()
+
+	// Currently you can access VertexAI either by being authenticated via OAuth or Bearer token so we need to consider both
+	projectId := config.GetProviderId()
+	region := GetVertexAIRegionOrDefault(config.GetProviderRegion())
+
+	client, err := genai.NewClient(ctx, projectId, region)
+	if err != nil {
+		return fmt.Errorf("creating genai Google SDK client: %w", err)
+	}
+
+	g.client = client
+	g.model = GetVertexAIModelOrDefault(config.GetModel())
+	g.temperature = config.GetTemperature()
+	g.topP = config.GetTopP()
+	g.topK = config.GetTopK()
+	g.maxTokens = config.GetMaxTokens()
+
+	return nil
+}
+
+func (g *GoogleVertexAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
+
+	model := g.client.GenerativeModel(g.model)
+	model.SetTemperature(g.temperature)
+	model.SetTopP(g.topP)
+	model.SetTopK(float32(g.topK))
+	model.SetMaxOutputTokens(int32(g.maxTokens))
+
+	// Google AI SDK is capable of different inputs than just text, for now set explicit text prompt type.
+	// Similarly, we could stream the response. For now k8sgpt does not support streaming.
+	resp, err := model.GenerateContent(ctx, genai.Text(prompt))
+	if err != nil {
+		return "", err
+	}
+
+	if len(resp.Candidates) == 0 {
+		if resp.PromptFeedback.BlockReason > 0 {
+			for _, r := range resp.PromptFeedback.SafetyRatings {
+				if !r.Blocked {
+					continue
+				}
+				return "", fmt.Errorf("complection blocked due to %v with probability %v", r.Category.String(), r.Probability.String())
+			}
+		}
+		return "", errors.New("no complection returned; unknown reason")
+	}
+
+	// Format output.
+	// TODO(bwplotka): Provider richer output in certain cases e.g. suddenly finished
+	// completion based on finish reasons or safety rankings.
+	got := resp.Candidates[0]
+	var output string
+	for _, part := range got.Content.Parts {
+		switch o := part.(type) {
+		case genai.Text:
+			output += string(o)
+			output += "\n"
+		default:
+			color.Yellow("found unsupported AI response part of type %T; ignoring", part)
+		}
+	}
+
+	if got.CitationMetadata != nil && len(got.CitationMetadata.Citations) > 0 {
+		output += "Citations:\n"
+		for _, source := range got.CitationMetadata.Citations {
+			// TODO(bwplotka): Give details around what exactly words could be attributed to the citation.
+			output += fmt.Sprintf("* %s, %s\n", source.URI, source.License)
+		}
+	}
+	return output, nil
+}
+
+func (g *GoogleVertexAIClient) GetName() string {
+	return googleVertexAIClientName
+}
+
+func (g *GoogleVertexAIClient) Close() {
+	if err := g.client.Close(); err != nil {
+		color.Red("googleai client close error: %v", err)
+	}
+}
--- a/pkg/ai/huggingface.go
+++ b/pkg/ai/huggingface.go
@@ -0,0 +1,63 @@
+package ai
+
+import (
+	"context"
+
+	"github.com/hupe1980/go-huggingface"
+	"k8s.io/utils/ptr"
+)
+
+const huggingfaceAIClientName = "huggingface"
+
+type HuggingfaceClient struct {
+	nopCloser
+
+	client      *huggingface.InferenceClient
+	model       string
+	topP        float32
+	topK        int32
+	temperature float32
+	maxTokens   int
+}
+
+func (c *HuggingfaceClient) Configure(config IAIConfig) error {
+	token := config.GetPassword()
+
+	client := huggingface.NewInferenceClient(token)
+
+	c.client = client
+	c.model = config.GetModel()
+	c.topP = config.GetTopP()
+	c.topK = config.GetTopK()
+	c.temperature = config.GetTemperature()
+	if config.GetMaxTokens() > 500 {
+		c.maxTokens = 500
+	} else {
+		c.maxTokens = config.GetMaxTokens()
+	}
+	return nil
+}
+
+func (c *HuggingfaceClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
+	resp, err := c.client.Conversational(ctx, &huggingface.ConversationalRequest{
+		Inputs: huggingface.ConverstationalInputs{
+			Text: prompt,
+		},
+		Model: c.model,
+		Parameters: huggingface.ConversationalParameters{
+			TopP:        ptr.To[float64](float64(c.topP)),
+			TopK:        ptr.To[int](int(c.topK)),
+			Temperature: ptr.To[float64](float64(c.temperature)),
+			MaxLength:   &c.maxTokens,
+		},
+		Options: huggingface.Options{
+			WaitForModel: ptr.To[bool](true),
+		},
+	})
+	if err != nil {
+		return "", err
+	}
+	return resp.GeneratedText, nil
+}
+
+func (c *HuggingfaceClient) GetName() string { return huggingfaceAIClientName }
--- a/pkg/ai/iai.go
+++ b/pkg/ai/iai.go
@@ -15,8 +15,6 @@ package ai

 import (
 	"context"
-
-	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
 )

 var (
@@ -28,35 +26,58 @@ var (
 		&CohereClient{},
 		&AmazonBedRockClient{},
 		&SageMakerAIClient{},
+		&GoogleGenAIClient{},
+		&HuggingfaceClient{},
+		&GoogleVertexAIClient{},
+		&OCIGenAIClient{},
 	}
 	Backends = []string{
-		"openai",
-		"localai",
-		"azureopenai",
-		"noopai",
-		"cohere",
-		"amazonbedrock",
-		"amazonsagemaker",
+		openAIClientName,
+		localAIClientName,
+		azureAIClientName,
+		cohereAIClientName,
+		amazonbedrockAIClientName,
+		amazonsagemakerAIClientName,
+		googleAIClientName,
+		noopAIClientName,
+		huggingfaceAIClientName,
+		googleVertexAIClientName,
+		ociClientName,
 	}
 )

+// IAI is an interface all clients (representing backends) share.
 type IAI interface {
-	Configure(config IAIConfig, language string) error
-	GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error)
-	Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error)
+	// Configure sets up client for given configuration. This is expected to be
+	// executed once per client life-time (e.g. analysis CLI command invocation).
+	Configure(config IAIConfig) error
+	// GetCompletion generates text based on prompt.
+	GetCompletion(ctx context.Context, prompt string) (string, error)
+	// GetName returns name of the backend/client.
 	GetName() string
+	// Close cleans all the resources. No other methods should be used on the
+	// objects after this method is invoked.
+	Close()
 }

+type nopCloser struct{}
+
+func (nopCloser) Close() {}
+
 type IAIConfig interface {
 	GetPassword() string
 	GetModel() string
 	GetBaseURL() string
+	GetProxyEndpoint() string
 	GetEndpointName() string
 	GetEngine() string
 	GetTemperature() float32
 	GetProviderRegion() string
 	GetTopP() float32
+	GetTopK() int32
 	GetMaxTokens() int
+	GetProviderId() string
+	GetCompartmentId() string
 }

 func NewClient(provider string) IAI {
@@ -79,11 +100,16 @@ type AIProvider struct {
 	Model          string  `mapstructure:"model"`
 	Password       string  `mapstructure:"password" yaml:"password,omitempty"`
 	BaseURL        string  `mapstructure:"baseurl" yaml:"baseurl,omitempty"`
+	ProxyEndpoint  string  `mapstructure:"proxyEndpoint" yaml:"proxyEndpoint,omitempty"`
+	ProxyPort      string  `mapstructure:"proxyPort" yaml:"proxyPort,omitempty"`
 	EndpointName   string  `mapstructure:"endpointname" yaml:"endpointname,omitempty"`
 	Engine         string  `mapstructure:"engine" yaml:"engine,omitempty"`
 	Temperature    float32 `mapstructure:"temperature" yaml:"temperature,omitempty"`
 	ProviderRegion string  `mapstructure:"providerregion" yaml:"providerregion,omitempty"`
+	ProviderId     string  `mapstructure:"providerid" yaml:"providerid,omitempty"`
+	CompartmentId  string  `mapstructure:"compartmentid" yaml:"compartmentid,omitempty"`
 	TopP           float32 `mapstructure:"topp" yaml:"topp,omitempty"`
+	TopK           int32   `mapstructure:"topk" yaml:"topk,omitempty"`
 	MaxTokens      int     `mapstructure:"maxtokens" yaml:"maxtokens,omitempty"`
 }

@@ -91,6 +117,10 @@ func (p *AIProvider) GetBaseURL() string {
 	return p.BaseURL
 }

+func (p *AIProvider) GetProxyEndpoint() string {
+	return p.ProxyEndpoint
+}
+
 func (p *AIProvider) GetEndpointName() string {
 	return p.EndpointName
 }
@@ -99,6 +129,10 @@ func (p *AIProvider) GetTopP() float32 {
 	return p.TopP
 }

+func (p *AIProvider) GetTopK() int32 {
+	return p.TopK
+}
+
 func (p *AIProvider) GetMaxTokens() int {
 	return p.MaxTokens
 }
@@ -122,7 +156,15 @@ func (p *AIProvider) GetProviderRegion() string {
 	return p.ProviderRegion
 }

-var passwordlessProviders = []string{"localai", "amazonsagemaker", "amazonbedrock"}
+func (p *AIProvider) GetProviderId() string {
+	return p.ProviderId
+}
+
+func (p *AIProvider) GetCompartmentId() string {
+	return p.CompartmentId
+}
+
+var passwordlessProviders = []string{"localai", "amazonsagemaker", "amazonbedrock", "googlevertexai", "oci"}

 func NeedPassword(backend string) bool {
 	for _, b := range passwordlessProviders {
--- a/pkg/ai/interactive/interactive.go
+++ b/pkg/ai/interactive/interactive.go
@@ -0,0 +1,67 @@
+package interactive
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/analysis"
+	"github.com/pterm/pterm"
+)
+
+type INTERACTIVE_STATE int
+
+const (
+	prompt = "Given the following context: "
+)
+
+const (
+	E_RUNNING INTERACTIVE_STATE = iota
+	E_EXITED                    = iota
+)
+
+type InteractionRunner struct {
+	config        *analysis.Analysis
+	State         chan INTERACTIVE_STATE
+	contextWindow []byte
+}
+
+func NewInteractionRunner(config *analysis.Analysis, contextWindow []byte) *InteractionRunner {
+	return &InteractionRunner{
+		config:        config,
+		contextWindow: contextWindow,
+		State:         make(chan INTERACTIVE_STATE),
+	}
+}
+
+func (a *InteractionRunner) StartInteraction() {
+	a.State <- E_RUNNING
+	pterm.Println("Interactive mode enabled [type exit to close.]")
+	for {
+
+		query := pterm.DefaultInteractiveTextInput.WithMultiLine(false)
+		queryString, err := query.Show()
+		if err != nil {
+			fmt.Println(err)
+		}
+		if queryString == "" {
+			continue
+		}
+		if strings.Contains(queryString, "exit") {
+			a.State <- E_EXITED
+			continue
+		}
+		pterm.Println()
+		contextWindow := fmt.Sprintf("%s %s %s", prompt, string(a.contextWindow),
+			queryString)
+
+		response, err := a.config.AIClient.GetCompletion(a.config.Context,
+			contextWindow)
+		if err != nil {
+			color.Red("Error: %v", err)
+			a.State <- E_EXITED
+			continue
+		}
+		pterm.Println(response)
+	}
+}
--- a/pkg/ai/localai.go
+++ b/pkg/ai/localai.go
@@ -1,9 +1,11 @@
 package ai

+const localAIClientName = "localai"
+
 type LocalAIClient struct {
 	OpenAIClient
 }

 func (a *LocalAIClient) GetName() string {
-	return "localai"
+	return localAIClientName
 }
--- a/pkg/ai/noopai.go
+++ b/pkg/ai/noopai.go
@@ -15,58 +15,23 @@ package ai

 import (
 	"context"
-	"encoding/base64"
-	"fmt"
-	"strings"
-
-	"github.com/fatih/color"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 )

+const noopAIClientName = "noopai"
+
 type NoOpAIClient struct {
-	client   string
-	language string
-	model    string
+	nopCloser
 }

-func (c *NoOpAIClient) Configure(config IAIConfig, language string) error {
-	token := config.GetPassword()
-	c.language = language
-	c.client = fmt.Sprintf("I am a noop client with the token %s ", token)
-	c.model = config.GetModel()
+func (c *NoOpAIClient) Configure(_ IAIConfig) error {
 	return nil
 }

-func (c *NoOpAIClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
-	// Create a completion request
+func (c *NoOpAIClient) GetCompletion(_ context.Context, prompt string) (string, error) {
 	response := "I am a noop response to the prompt " + prompt
 	return response, nil
 }

-func (a *NoOpAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
-	// parse the text with the AI backend
-	inputKey := strings.Join(prompt, " ")
-	// Check for cached data
-	sEnc := base64.StdEncoding.EncodeToString([]byte(inputKey))
-	cacheKey := util.GetCacheKey(a.GetName(), a.language, sEnc)
-
-	response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
-	if err != nil {
-		color.Red("error getting completion: %v", err)
-		return "", err
-	}
-
-	err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
-
-	if err != nil {
-		color.Red("error storing value to cache: %v", err)
-		return "", nil
-	}
-
-	return response, nil
-}
-
-func (a *NoOpAIClient) GetName() string {
-	return "noopai"
+func (c *NoOpAIClient) GetName() string {
+	return noopAIClientName
 }
--- a/pkg/ai/ocigenai.go
+++ b/pkg/ai/ocigenai.go
@@ -0,0 +1,97 @@
+/*
+Copyright 2024 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package ai
+
+import (
+	"context"
+	"errors"
+	"github.com/oracle/oci-go-sdk/v65/common"
+	"github.com/oracle/oci-go-sdk/v65/generativeaiinference"
+	"strings"
+)
+
+const ociClientName = "oci"
+
+type OCIGenAIClient struct {
+	nopCloser
+
+	client        *generativeaiinference.GenerativeAiInferenceClient
+	model         string
+	compartmentId string
+	temperature   float32
+	topP          float32
+	maxTokens     int
+}
+
+func (c *OCIGenAIClient) GetName() string {
+	return ociClientName
+}
+
+func (c *OCIGenAIClient) Configure(config IAIConfig) error {
+	config.GetEndpointName()
+	c.model = config.GetModel()
+	c.temperature = config.GetTemperature()
+	c.topP = config.GetTopP()
+	c.maxTokens = config.GetMaxTokens()
+	c.compartmentId = config.GetCompartmentId()
+	provider := common.DefaultConfigProvider()
+	client, err := generativeaiinference.NewGenerativeAiInferenceClientWithConfigurationProvider(provider)
+	if err != nil {
+		return err
+	}
+	c.client = &client
+	return nil
+}
+
+func (c *OCIGenAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
+	generateTextRequest := c.newGenerateTextRequest(prompt)
+	generateTextResponse, err := c.client.GenerateText(ctx, generateTextRequest)
+	if err != nil {
+		return "", err
+	}
+	return extractGeneratedText(generateTextResponse.InferenceResponse)
+}
+
+func (c *OCIGenAIClient) newGenerateTextRequest(prompt string) generativeaiinference.GenerateTextRequest {
+	temperatureF64 := float64(c.temperature)
+	topPF64 := float64(c.topP)
+	return generativeaiinference.GenerateTextRequest{
+		GenerateTextDetails: generativeaiinference.GenerateTextDetails{
+			CompartmentId: &c.compartmentId,
+			ServingMode: generativeaiinference.OnDemandServingMode{
+				ModelId: &c.model,
+			},
+			InferenceRequest: generativeaiinference.CohereLlmInferenceRequest{
+				Prompt:      &prompt,
+				MaxTokens:   &c.maxTokens,
+				Temperature: &temperatureF64,
+				TopP:        &topPF64,
+			},
+		},
+	}
+}
+
+func extractGeneratedText(llmInferenceResponse generativeaiinference.LlmInferenceResponse) (string, error) {
+	response, ok := llmInferenceResponse.(generativeaiinference.CohereLlmInferenceResponse)
+	if !ok {
+		return "", errors.New("failed to extract generated text from backed response")
+	}
+	sb := strings.Builder{}
+	for _, text := range response.GeneratedTexts {
+		if text.Text != nil {
+			sb.WriteString(*text.Text)
+		}
+	}
+	return sb.String(), nil
+}
--- a/pkg/ai/openai.go
+++ b/pkg/ai/openai.go
@@ -15,24 +15,22 @@ package ai

 import (
 	"context"
-	"encoding/base64"
 	"errors"
-	"fmt"
-	"strings"
-
-	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
-	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	"net/http"
+	"net/url"

 	"github.com/sashabaranov/go-openai"
-
-	"github.com/fatih/color"
 )

+const openAIClientName = "openai"
+
 type OpenAIClient struct {
+	nopCloser
+
 	client      *openai.Client
-	language    string
 	model       string
 	temperature float32
+	topP        float32
 }

 const (
@@ -40,47 +38,58 @@ const (
 	maxToken         = 2048
 	presencePenalty  = 0.0
 	frequencyPenalty = 0.0
-	topP             = 1.0
 )

-func (c *OpenAIClient) Configure(config IAIConfig, language string) error {
+func (c *OpenAIClient) Configure(config IAIConfig) error {
 	token := config.GetPassword()
 	defaultConfig := openai.DefaultConfig(token)
+	proxyEndpoint := config.GetProxyEndpoint()

 	baseURL := config.GetBaseURL()
 	if baseURL != "" {
 		defaultConfig.BaseURL = baseURL
 	}

+	if proxyEndpoint != "" {
+		proxyUrl, err := url.Parse(proxyEndpoint)
+		if err != nil {
+			return err
+		}
+		transport := &http.Transport{
+			Proxy: http.ProxyURL(proxyUrl),
+		}
+
+		defaultConfig.HTTPClient = &http.Client{
+			Transport: transport,
+		}
+	}
+
 	client := openai.NewClientWithConfig(defaultConfig)
 	if client == nil {
 		return errors.New("error creating OpenAI client")
 	}
-	c.language = language
 	c.client = client
 	c.model = config.GetModel()
 	c.temperature = config.GetTemperature()
+	c.topP = config.GetTopP()
 	return nil
 }

-func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
+func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
 	// Create a completion request
-	if len(promptTmpl) == 0 {
-		promptTmpl = PromptMap["default"]
-	}
 	resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
 		Model: c.model,
 		Messages: []openai.ChatCompletionMessage{
 			{
 				Role:    "user",
-				Content: fmt.Sprintf(promptTmpl, c.language, prompt),
+				Content: prompt,
 			},
 		},
 		Temperature:      c.temperature,
 		MaxTokens:        maxToken,
 		PresencePenalty:  presencePenalty,
 		FrequencyPenalty: frequencyPenalty,
-		TopP:             topP,
+		TopP:             c.topP,
 	})
 	if err != nil {
 		return "", err
@@ -88,42 +97,6 @@ func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string, promptT
 	return resp.Choices[0].Message.Content, nil
 }

-func (a *OpenAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
-	inputKey := strings.Join(prompt, " ")
-	// Check for cached data
-	cacheKey := util.GetCacheKey(a.GetName(), a.language, inputKey)
-
-	if !cache.IsCacheDisabled() && cache.Exists(cacheKey) {
-		response, err := cache.Load(cacheKey)
-		if err != nil {
-			return "", err
-		}
-
-		if response != "" {
-			output, err := base64.StdEncoding.DecodeString(response)
-			if err != nil {
-				color.Red("error decoding cached data: %v", err)
-				return "", nil
-			}
-			return string(output), nil
-		}
-	}
-
-	response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
-	if err != nil {
-		return "", err
-	}
-
-	err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
-
-	if err != nil {
-		color.Red("error storing value to cache: %v", err)
-		return "", nil
-	}
-
-	return response, nil
-}
-
-func (a *OpenAIClient) GetName() string {
-	return "openai"
+func (c *OpenAIClient) GetName() string {
+	return openAIClientName
 }
--- a/pkg/ai/prompts.go
+++ b/pkg/ai/prompts.go
@@ -8,10 +8,52 @@ const (
 	`
 	trivy_vuln_prompt = "Explain the following trivy scan result and the detail risk or root cause of the CVE ID, then provide a solution. Response in %s: %s"
 	trivy_conf_prompt = "Explain the following trivy scan result and the detail risk or root cause of the security check, then provide a solution."
+
+	prom_conf_prompt = `Simplify the following Prometheus error message delimited by triple dashes written in --- %s --- language; --- %s ---.
+	This error came when validating the Prometheus configuration file.
+	Provide step by step instructions to fix, with suggestions, referencing Prometheus documentation if relevant.
+	Write the output in the following format in no more than 300 characters:
+	Error: {Explain error here}
+	Solution: {Step by step solution here}
+	`
+
+	prom_relabel_prompt = `
+	Return your prompt in this language: %s, beginning with
+	The following is a list of the form:
+	job_name:
+	{Prometheus job_name}
+	relabel_configs:
+	{Prometheus relabel_configs}
+	kubernetes_sd_configs:
+	{Prometheus service discovery config}
+	---
+	%s
+	---
+	For each job_name, describe the Kubernetes service and pod labels,
+	namespaces, ports, and containers they match.
+	Return the message:
+	Discovered and parsed Prometheus scrape configurations.
+	For targets to be scraped by Prometheus, ensure they are running with
+	at least one of the following label sets:
+	Then for each job, write this format:
+	- Job: {job_name}
+	  - Service Labels:
+	    - {list of service labels}
+	  - Pod Labels:
+	    - {list of pod labels}
+	  - Namespaces:
+	    - {list of namespaces}
+	  - Ports:
+	    - {list of ports}
+	  - Containers:
+	    - {list of container names}
+	`
 )

 var PromptMap = map[string]string{
-	"default":             default_prompt,
-	"VulnerabilityReport": trivy_vuln_prompt, // for Trivy integration, the key should match `Result.Kind` in pkg/common/types.go
-	"ConfigAuditReport":   trivy_conf_prompt,
+	"default":                       default_prompt,
+	"VulnerabilityReport":           trivy_vuln_prompt, // for Trivy integration, the key should match `Result.Kind` in pkg/common/types.go
+	"ConfigAuditReport":             trivy_conf_prompt,
+	"PrometheusConfigValidate":      prom_conf_prompt,
+	"PrometheusConfigRelabelReport": prom_relabel_prompt,
 }
--- a/pkg/analysis/analysis.go
+++ b/pkg/analysis/analysis.go
@@ -15,17 +15,20 @@ package analysis

 import (
 	"context"
+	"encoding/base64"
 	"errors"
 	"fmt"
 	"reflect"
 	"strings"
 	"sync"

+	"github.com/fatih/color"
 	openapi_v2 "github.com/google/gnostic/openapiv2"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/custom"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	"github.com/schollz/progressbar/v3"
@@ -36,6 +39,7 @@ type Analysis struct {
 	Context            context.Context
 	Filters            []string
 	Client             *kubernetes.Client
+	Language           string
 	AIClient           ai.IAI
 	Results            []common.Result
 	Errors             []string
@@ -47,8 +51,10 @@ type Analysis struct {
 	WithDoc            bool
 }

-type AnalysisStatus string
-type AnalysisErrors []string
+type (
+	AnalysisStatus string
+	AnalysisErrors []string
+)

 const (
 	StateOK              AnalysisStatus = "OK"
@@ -72,6 +78,7 @@ func NewAnalysis(
 	explain bool,
 	maxConcurrency int,
 	withDoc bool,
+	interactiveMode bool,
 ) (*Analysis, error) {
 	// Get kubernetes client from viper.
 	kubecontext := viper.GetString("kubecontext")
@@ -95,6 +102,7 @@ func NewAnalysis(
 		Context:        context.Background(),
 		Filters:        filters,
 		Client:         client,
+		Language:       language,
 		Namespace:      namespace,
 		Cache:          cache,
 		Explain:        explain,
@@ -116,11 +124,15 @@ func NewAnalysis(
 	}

 	// Backend string will have high priority than a default provider
-	// Backend as "openai" represents the default CLI argument passed through
-	if configAI.DefaultProvider != "" && backend == "openai" {
+	// Hence, use the default provider only if the backend is not specified by the user.
+	if configAI.DefaultProvider != "" && backend == "" {
 		backend = configAI.DefaultProvider
 	}

+	if backend == "" {
+		backend = "openai"
+	}
+
 	var aiProvider ai.AIProvider
 	for _, provider := range configAI.Providers {
 		if backend == provider.Name {
@@ -134,7 +146,7 @@ func NewAnalysis(
 	}

 	aiClient := ai.NewClient(aiProvider.Name)
-	if err := aiClient.Configure(&aiProvider, language); err != nil {
+	if err := aiClient.Configure(&aiProvider); err != nil {
 		return nil, err
 	}
 	a.AIClient = aiClient
@@ -142,6 +154,27 @@ func NewAnalysis(
 	return a, nil
 }

+func (a *Analysis) RunCustomAnalysis() {
+	var customAnalyzers []custom.CustomAnalyzer
+	if err := viper.UnmarshalKey("custom_analyzers", &customAnalyzers); err != nil {
+		a.Errors = append(a.Errors, err.Error())
+	}
+
+	for _, cAnalyzer := range customAnalyzers {
+
+		canClient, err := custom.NewClient(cAnalyzer.Connection)
+		if err != nil {
+			a.Errors = append(a.Errors, fmt.Sprintf("Client creation error for %s analyzer", cAnalyzer.Name))
+			continue
+		}
+
+		result, err := canClient.Run()
+		if err != nil {
+			a.Results = append(a.Results, result)
+		}
+	}
+}
+
 func (a *Analysis) RunAnalysis() {
 	activeFilters := viper.GetStringSlice("active_filters")

@@ -269,14 +302,14 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {
 			}
 			texts = append(texts, failure.Text)
 		}
-		// If the resource `Kind` comes from a "integration plugin", maybe a customized prompt template will be involved.
-		var promptTemplate string
+
+		promptTemplate := ai.PromptMap["default"]
+		// If the resource `Kind` comes from an "integration plugin",
+		// maybe a customized prompt template will be involved.
 		if prompt, ok := ai.PromptMap[analysis.Kind]; ok {
 			promptTemplate = prompt
-		} else {
-			promptTemplate = ai.PromptMap["default"]
 		}
-		parsedText, err := a.AIClient.Parse(a.Context, texts, a.Cache, promptTemplate)
+		result, err := a.getAIResultForSanitizedFailures(texts, promptTemplate)
 		if err != nil {
 			// FIXME: can we avoid checking if output is json multiple times?
 			//   maybe implement the progress bar better?
@@ -284,23 +317,22 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {
 				_ = bar.Exit()
 			}

-			// Check for exhaustion
+			// Check for exhaustion.
 			if strings.Contains(err.Error(), "status code: 429") {
 				return fmt.Errorf("exhausted API quota for AI provider %s: %v", a.AIClient.GetName(), err)
-			} else {
-				return fmt.Errorf("failed while calling AI provider %s: %v", a.AIClient.GetName(), err)
 			}
+			return fmt.Errorf("failed while calling AI provider %s: %v", a.AIClient.GetName(), err)
 		}

 		if anonymize {
 			for _, failure := range analysis.Error {
 				for _, s := range failure.Sensitive {
-					parsedText = strings.ReplaceAll(parsedText, s.Masked, s.Unmasked)
+					result = strings.ReplaceAll(result, s.Masked, s.Unmasked)
 				}
 			}
 		}

-		analysis.Details = parsedText
+		analysis.Details = result
 		if output != "json" {
 			_ = bar.Add(1)
 		}
@@ -308,3 +340,44 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {
 	}
 	return nil
 }
+
+func (a *Analysis) getAIResultForSanitizedFailures(texts []string, promptTmpl string) (string, error) {
+	inputKey := strings.Join(texts, " ")
+	// Check for cached data.
+	// TODO(bwplotka): This might depend on model too (or even other client configuration pieces), fix it in later PRs.
+	cacheKey := util.GetCacheKey(a.AIClient.GetName(), a.Language, inputKey)
+
+	if !a.Cache.IsCacheDisabled() && a.Cache.Exists(cacheKey) {
+		response, err := a.Cache.Load(cacheKey)
+		if err != nil {
+			return "", err
+		}
+
+		if response != "" {
+			output, err := base64.StdEncoding.DecodeString(response)
+			if err == nil {
+				return string(output), nil
+			}
+			color.Red("error decoding cached data; ignoring cache item: %v", err)
+		}
+	}
+
+	// Process template.
+	prompt := fmt.Sprintf(strings.TrimSpace(promptTmpl), a.Language, inputKey)
+	response, err := a.AIClient.GetCompletion(a.Context, prompt)
+	if err != nil {
+		return "", err
+	}
+
+	if err = a.Cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response))); err != nil {
+		color.Red("error storing value to cache; value won't be cached: %v", err)
+	}
+	return response, nil
+}
+
+func (a *Analysis) Close() {
+	if a.AIClient == nil {
+		return
+	}
+	a.AIClient.Close()
+}
--- a/pkg/analysis/analysis_test.go
+++ b/pkg/analysis/analysis_test.go
@@ -17,6 +17,11 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
+	"strings"
+	"testing"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
 	"github.com/magiconair/properties/assert"
@@ -26,8 +31,6 @@ import (
 	networkingv1 "k8s.io/api/networking/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/client-go/kubernetes/fake"
-	"strings"
-	"testing"
 )

 // sub-function
@@ -85,6 +88,7 @@ func analysis_RunAnalysisFilterTester(t *testing.T, filterFlag string) []common.
 		Client: &kubernetes.Client{
 			Client: clientset,
 		},
+		WithDoc: true,
 	}
 	if len(filterFlag) > 0 {
 		// `--filter` is explicitly given
@@ -133,6 +137,10 @@ func TestAnalysis_RunAnalysisActiveFilter(t *testing.T) {
 	viper.SetDefault("active_filters", []string{"Ingress", "Service", "Pod"})
 	results = analysis_RunAnalysisFilterTester(t, "")
 	assert.Equal(t, len(results), 3)
+
+	// Invalid filter
+	results = analysis_RunAnalysisFilterTester(t, "invalid")
+	assert.Equal(t, len(results), 0)
 }

 func TestAnalysis_NoProblemJsonOutput(t *testing.T) {
@@ -279,3 +287,120 @@ func TestAnalysis_MultipleProblemJsonOutput(t *testing.T) {

 	require.Equal(t, got, expected)
 }
+
+func TestNewAnalysis(t *testing.T) {
+	disabledCache := cache.New("disabled-cache")
+	disabledCache.DisableCache()
+	aiClient := &ai.NoOpAIClient{}
+	results := []common.Result{
+		{
+			Kind: "VulnerabilityReport",
+			Error: []common.Failure{
+				{
+					Text:          "This is a custom failure",
+					KubernetesDoc: "test-kubernetes-doc",
+					Sensitive: []common.Sensitive{
+						{
+							Masked:   "masked-error",
+							Unmasked: "unmasked-error",
+						},
+					},
+				},
+			},
+		},
+	}
+
+	tests := []struct {
+		name        string
+		a           Analysis
+		output      string
+		anonymize   bool
+		expectedErr string
+	}{
+		{
+			name: "Empty results",
+			a:    Analysis{},
+		},
+		{
+			name: "cache disabled",
+			a: Analysis{
+				AIClient: aiClient,
+				Cache:    disabledCache,
+				Results:  results,
+			},
+		},
+		{
+			name: "output and anonymize both set",
+			a: Analysis{
+				AIClient: aiClient,
+				Cache:    cache.New("test-cache"),
+				Results:  results,
+			},
+			output:    "test-output",
+			anonymize: true,
+		},
+	}
+
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.name, func(t *testing.T) {
+			err := tt.a.GetAIResults(tt.output, tt.anonymize)
+			if tt.expectedErr == "" {
+				require.NoError(t, err)
+			} else {
+				require.ErrorContains(t, err, tt.expectedErr)
+			}
+		})
+	}
+}
+
+func TestGetAIResultForSanitizedFailures(t *testing.T) {
+	enabledCache := cache.New("enabled-cache")
+	disabledCache := cache.New("disabled-cache")
+	disabledCache.DisableCache()
+	aiClient := &ai.NoOpAIClient{}
+
+	tests := []struct {
+		name           string
+		a              Analysis
+		texts          []string
+		promptTmpl     string
+		expectedOutput string
+		expectedErr    string
+	}{
+		{
+			name: "Cache enabled",
+			a: Analysis{
+				AIClient: aiClient,
+				Cache:    enabledCache,
+			},
+			texts:          []string{"some-data"},
+			expectedOutput: "I am a noop response to the prompt %!(EXTRA string=, string=some-data)",
+		},
+		{
+			name: "cache disabled",
+			a: Analysis{
+				AIClient: aiClient,
+				Cache:    disabledCache,
+				Language: "English",
+			},
+			texts:          []string{"test input"},
+			promptTmpl:     "Response in %s: %s",
+			expectedOutput: "I am a noop response to the prompt Response in English: test input",
+		},
+	}
+
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.name, func(t *testing.T) {
+			output, err := tt.a.getAIResultForSanitizedFailures(tt.texts, tt.promptTmpl)
+			if tt.expectedErr == "" {
+				require.NoError(t, err)
+				require.Equal(t, tt.expectedOutput, output)
+			} else {
+				require.ErrorContains(t, err, tt.expectedErr)
+				require.Empty(t, output)
+			}
+		})
+	}
+}
--- a/pkg/analysis/output.go
+++ b/pkg/analysis/output.go
@@ -78,8 +78,10 @@ func (a *Analysis) textOutput() ([]byte, error) {
 		return []byte(output.String()), nil
 	}
 	for n, result := range a.Results {
-		output.WriteString(fmt.Sprintf("%s %s(%s)\n", color.CyanString("%d", n),
-			color.YellowString(result.Name), color.CyanString(result.ParentObject)))
+		output.WriteString(fmt.Sprintf("%s: %s %s(%s)\n", color.CyanString("%d", n),
+			color.HiYellowString(result.Kind),
+			color.YellowString(result.Name),
+			color.CyanString(result.ParentObject)))
 		for _, err := range result.Error {
 			output.WriteString(fmt.Sprintf("- %s %s\n", color.RedString("Error:"), color.RedString(err.Text)))
 			if err.KubernetesDoc != "" {
--- a/pkg/analysis/output_test.go
+++ b/pkg/analysis/output_test.go
@@ -0,0 +1,64 @@
+/*
+Copyright 2024 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package analysis
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/require"
+)
+
+func TestPrintOutput(t *testing.T) {
+	require.NotEmpty(t, getOutputFormats())
+
+	tests := []struct {
+		name           string
+		a              *Analysis
+		format         string
+		expectedOutput string
+		expectedErr    string
+	}{
+		{
+			name:           "json format",
+			a:              &Analysis{},
+			format:         "json",
+			expectedOutput: "{\n  \"provider\": \"\",\n  \"errors\": null,\n  \"status\": \"OK\",\n  \"problems\": 0,\n  \"results\": null\n}",
+		},
+		{
+			name:           "text format",
+			a:              &Analysis{},
+			format:         "text",
+			expectedOutput: "AI Provider: AI not used; --explain not set\n\nNo problems detected\n",
+		},
+		{
+			name:        "unsupported format",
+			a:           &Analysis{},
+			format:      "unsupported",
+			expectedErr: "unsupported output format: unsupported. Available format",
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.name, func(t *testing.T) {
+			output, err := tt.a.PrintOutput(tt.format)
+			if tt.expectedErr == "" {
+				require.NoError(t, err)
+				require.Contains(t, string(output), tt.expectedOutput)
+			} else {
+				require.ErrorContains(t, err, tt.expectedErr)
+				require.Nil(t, output)
+			}
+		})
+	}
+}
--- a/pkg/analyzer/cronjob.go
+++ b/pkg/analyzer/cronjob.go
@@ -123,15 +123,15 @@ func (analyzer CronJobAnalyzer) Analyze(a common.Analyzer) ([]common.Result, err
 			AnalyzerErrorsMetric.WithLabelValues(kind, cronJob.Name, cronJob.Namespace).Set(float64(len(failures)))

 		}
+	}

-		for key, value := range preAnalysis {
-			currentAnalysis := common.Result{
-				Kind:  kind,
-				Name:  key,
-				Error: value.FailureDetails,
-			}
-			a.Results = append(a.Results, currentAnalysis)
+	for key, value := range preAnalysis {
+		currentAnalysis := common.Result{
+			Kind:  kind,
+			Name:  key,
+			Error: value.FailureDetails,
 		}
+		a.Results = append(a.Results, currentAnalysis)
 	}

 	return a.Results, nil
--- a/pkg/analyzer/cronjob_test.go
+++ b/pkg/analyzer/cronjob_test.go
@@ -15,219 +15,144 @@ package analyzer

 import (
 	"context"
+	"sort"
 	"testing"

 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
-	"github.com/magiconair/properties/assert"
+	"github.com/stretchr/testify/require"
 	batchv1 "k8s.io/api/batch/v1"
 	v1 "k8s.io/api/core/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/client-go/kubernetes/fake"
 )

-func TestCronJobSuccess(t *testing.T) {
-	clientset := fake.NewSimpleClientset(&batchv1.CronJob{
-		ObjectMeta: metav1.ObjectMeta{
-			Name:      "example-cronjob",
-			Namespace: "default",
-			Annotations: map[string]string{
-				"analysisDate": "2022-04-01",
-			},
-			Labels: map[string]string{
-				"app": "example-app",
-			},
-		},
-		Spec: batchv1.CronJobSpec{
-			Schedule:          "*/1 * * * *",
-			ConcurrencyPolicy: "Allow",
-			JobTemplate: batchv1.JobTemplateSpec{
-				ObjectMeta: metav1.ObjectMeta{
-					Labels: map[string]string{
-						"app": "example-app",
-					},
-				},
-				Spec: batchv1.JobSpec{
-					Template: v1.PodTemplateSpec{
-						Spec: v1.PodSpec{
-							Containers: []v1.Container{
-								{
-									Name:  "example-container",
-									Image: "nginx",
-								},
-							},
-							RestartPolicy: v1.RestartPolicyOnFailure,
-						},
-					},
-				},
-			},
-		},
-	})
+func TestCronJobAnalyzer(t *testing.T) {
+	suspend := new(bool)
+	*suspend = true
+
+	invalidStartingDeadline := new(int64)
+	*invalidStartingDeadline = -7
+
+	validStartingDeadline := new(int64)
+	*validStartingDeadline = 7

 	config := common.Analyzer{
 		Client: &kubernetes.Client{
-			Client: clientset,
-		},
-		Context:   context.Background(),
-		Namespace: "default",
-	}
-
-	analyzer := CronJobAnalyzer{}
-	analysisResults, err := analyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
-	}
-
-	assert.Equal(t, len(analysisResults), 0)
-}
-
-func TestCronJobBroken(t *testing.T) {
-	clientset := fake.NewSimpleClientset(&batchv1.CronJob{
-		ObjectMeta: metav1.ObjectMeta{
-			Name:      "example-cronjob",
-			Namespace: "default",
-			Annotations: map[string]string{
-				"analysisDate": "2022-04-01",
-			},
-			Labels: map[string]string{
-				"app": "example-app",
-			},
-		},
-		Spec: batchv1.CronJobSpec{
-			Schedule:          "*** * * * *",
-			ConcurrencyPolicy: "Allow",
-			JobTemplate: batchv1.JobTemplateSpec{
-				ObjectMeta: metav1.ObjectMeta{
-					Labels: map[string]string{
-						"app": "example-app",
-					},
-				},
-				Spec: batchv1.JobSpec{
-					Template: v1.PodTemplateSpec{
-						Spec: v1.PodSpec{
-							Containers: []v1.Container{
-								{
-									Name:  "example-container",
-									Image: "nginx",
-								},
-							},
-							RestartPolicy: v1.RestartPolicyOnFailure,
-						},
-					},
-				},
-			},
-		},
-	})
-
-	config := common.Analyzer{
-		Client: &kubernetes.Client{
-			Client: clientset,
-		},
-		Context:   context.Background(),
-		Namespace: "default",
-	}
-
-	analyzer := CronJobAnalyzer{}
-	analysisResults, err := analyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
-	}
-
-	assert.Equal(t, len(analysisResults), 1)
-	assert.Equal(t, analysisResults[0].Name, "default/example-cronjob")
-	assert.Equal(t, analysisResults[0].Kind, "CronJob")
-}
-
-func TestCronJobBrokenMultipleNamespaceFiltering(t *testing.T) {
-	clientset := fake.NewSimpleClientset(
-		&batchv1.CronJob{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:      "example-cronjob",
-				Namespace: "default",
-				Annotations: map[string]string{
-					"analysisDate": "2022-04-01",
-				},
-				Labels: map[string]string{
-					"app": "example-app",
-				},
-			},
-			Spec: batchv1.CronJobSpec{
-				Schedule:          "*** * * * *",
-				ConcurrencyPolicy: "Allow",
-				JobTemplate: batchv1.JobTemplateSpec{
+			Client: fake.NewSimpleClientset(
+				&batchv1.CronJob{
 					ObjectMeta: metav1.ObjectMeta{
+						Name: "CJ1",
+						// This CronJob won't be list because of namespace filtering.
+						Namespace: "test",
+					},
+				},
+				&batchv1.CronJob{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "CJ2",
+						Namespace: "default",
+					},
+					// A suspended CronJob will contribute to failures.
+					Spec: batchv1.CronJobSpec{
+						Suspend: suspend,
+					},
+				},
+				&batchv1.CronJob{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "CJ3",
+						Namespace: "default",
+					},
+					Spec: batchv1.CronJobSpec{
+						// Valid schedule
+						Schedule: "*/1 * * * *",
+
+						// Negative starting deadline
+						StartingDeadlineSeconds: invalidStartingDeadline,
+					},
+				},
+				&batchv1.CronJob{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "CJ4",
+						Namespace: "default",
+					},
+					Spec: batchv1.CronJobSpec{
+						// Invalid schedule
+						Schedule: "*** * * * *",
+					},
+				},
+				&batchv1.CronJob{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "CJ5",
+						Namespace: "default",
+					},
+					Spec: batchv1.CronJobSpec{
+						// Valid schedule
+						Schedule: "*/1 * * * *",
+
+						// Positive starting deadline shouldn't be any problem.
+						StartingDeadlineSeconds: validStartingDeadline,
+					},
+				},
+				&batchv1.CronJob{
+					// This cronjob shouldn't contribute to any failures.
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "successful-cronjob",
+						Namespace: "default",
+						Annotations: map[string]string{
+							"analysisDate": "2022-04-01",
+						},
 						Labels: map[string]string{
 							"app": "example-app",
 						},
 					},
-					Spec: batchv1.JobSpec{
-						Template: v1.PodTemplateSpec{
-							Spec: v1.PodSpec{
-								Containers: []v1.Container{
-									{
-										Name:  "example-container",
-										Image: "nginx",
+					Spec: batchv1.CronJobSpec{
+						Schedule:          "*/1 * * * *",
+						ConcurrencyPolicy: "Allow",
+						JobTemplate: batchv1.JobTemplateSpec{
+							ObjectMeta: metav1.ObjectMeta{
+								Labels: map[string]string{
+									"app": "example-app",
+								},
+							},
+							Spec: batchv1.JobSpec{
+								Template: v1.PodTemplateSpec{
+									Spec: v1.PodSpec{
+										Containers: []v1.Container{
+											{
+												Name:  "example-container",
+												Image: "nginx",
+											},
+										},
+										RestartPolicy: v1.RestartPolicyOnFailure,
 									},
 								},
-								RestartPolicy: v1.RestartPolicyOnFailure,
 							},
 						},
 					},
 				},
-			},
-		},
-		&batchv1.CronJob{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:      "example-cronjob",
-				Namespace: "other-namespace",
-				Annotations: map[string]string{
-					"analysisDate": "2022-04-01",
-				},
-				Labels: map[string]string{
-					"app": "example-app",
-				},
-			},
-			Spec: batchv1.CronJobSpec{
-				Schedule:          "*** * * * *",
-				ConcurrencyPolicy: "Allow",
-				JobTemplate: batchv1.JobTemplateSpec{
-					ObjectMeta: metav1.ObjectMeta{
-						Labels: map[string]string{
-							"app": "example-app",
-						},
-					},
-					Spec: batchv1.JobSpec{
-						Template: v1.PodTemplateSpec{
-							Spec: v1.PodSpec{
-								Containers: []v1.Container{
-									{
-										Name:  "example-container",
-										Image: "nginx",
-									},
-								},
-								RestartPolicy: v1.RestartPolicyOnFailure,
-							},
-						},
-					},
-				},
-			},
-		})
-
-	config := common.Analyzer{
-		Client: &kubernetes.Client{
-			Client: clientset,
+			),
 		},
 		Context:   context.Background(),
 		Namespace: "default",
 	}

-	analyzer := CronJobAnalyzer{}
-	analysisResults, err := analyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
+	cjAnalyzer := CronJobAnalyzer{}
+	results, err := cjAnalyzer.Analyze(config)
+	require.NoError(t, err)
+
+	sort.Slice(results, func(i, j int) bool {
+		return results[i].Name < results[j].Name
+	})
+
+	expectations := []string{
+		"default/CJ2",
+		"default/CJ3",
+		"default/CJ4",
 	}

-	assert.Equal(t, len(analysisResults), 1)
-	assert.Equal(t, analysisResults[0].Name, "default/example-cronjob")
-	assert.Equal(t, analysisResults[0].Kind, "CronJob")
+	require.Equal(t, len(expectations), len(results))
+
+	for i, result := range results {
+		require.Equal(t, expectations[i], result.Name)
+	}
 }
--- a/pkg/analyzer/events.go
+++ b/pkg/analyzer/events.go
@@ -1,50 +0,0 @@
-/*
-Copyright 2023 The K8sGPT Authors.
-Licensed under the Apache License, Version 2.0 (the "License");
-you may not use this file except in compliance with the License.
-You may obtain a copy of the License at
-    http://www.apache.org/licenses/LICENSE-2.0
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-*/
-
-package analyzer
-
-import (
-	"context"
-
-	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
-	v1 "k8s.io/api/core/v1"
-	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
-)
-
-func FetchLatestEvent(ctx context.Context, kubernetesClient *kubernetes.Client, namespace string, name string) (*v1.Event, error) {
-
-	// get the list of events
-	events, err := kubernetesClient.GetClient().CoreV1().Events(namespace).List(ctx,
-		metav1.ListOptions{
-			FieldSelector: "involvedObject.name=" + name,
-		})
-
-	if err != nil {
-		return nil, err
-	}
-	// find most recent event
-	var latestEvent *v1.Event
-	for _, event := range events.Items {
-		if latestEvent == nil {
-			// this is required, as a pointer to a loop variable would always yield the latest value in the range
-			e := event
-			latestEvent = &e
-		}
-		if event.LastTimestamp.After(latestEvent.LastTimestamp.Time) {
-			// this is required, as a pointer to a loop variable would always yield the latest value in the range
-			e := event
-			latestEvent = &e
-		}
-	}
-	return latestEvent, nil
-}
--- a/pkg/analyzer/gateway.go
+++ b/pkg/analyzer/gateway.go
@@ -37,7 +37,10 @@ func (GatewayAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 	gtwList := &gtwapi.GatewayList{}
 	gc := &gtwapi.GatewayClass{}
 	client := a.Client.CtrlClient
-	gtwapi.AddToScheme(client.Scheme())
+	err := gtwapi.AddToScheme(client.Scheme())
+	if err != nil {
+		return nil, err
+	}
 	if err := client.List(a.Context, gtwList, &ctrl.ListOptions{}); err != nil {
 		return nil, err
 	}
--- a/pkg/analyzer/gateway_test.go
+++ b/pkg/analyzer/gateway_test.go
@@ -56,8 +56,15 @@ func TestGatewayAnalyzer(t *testing.T) {
 	Gateway := BuildGateway(ClassName, AcceptedStatus)
 	// Create a Gateway Analyzer instance with the fake client
 	scheme := scheme.Scheme
-	gtwapi.Install(scheme)
-	apiextensionsv1.AddToScheme(scheme)
+
+	err := gtwapi.Install(scheme)
+	if err != nil {
+		t.Error(err)
+	}
+	err = apiextensionsv1.AddToScheme(scheme)
+	if err != nil {
+		t.Error(err)
+	}
 	objects := []runtime.Object{
 		&Gateway,
 		&GatewayClass,
@@ -88,8 +95,14 @@ func TestMissingClassGatewayAnalyzer(t *testing.T) {

 	// Create a Gateway Analyzer instance with the fake client
 	scheme := scheme.Scheme
-	gtwapi.Install(scheme)
-	apiextensionsv1.AddToScheme(scheme)
+	err := gtwapi.Install(scheme)
+	if err != nil {
+		t.Error(err)
+	}
+	err = apiextensionsv1.AddToScheme(scheme)
+	if err != nil {
+		t.Error(err)
+	}
 	objects := []runtime.Object{
 		&Gateway,
 	}
@@ -121,8 +134,14 @@ func TestStatusGatewayAnalyzer(t *testing.T) {

 	// Create a Gateway Analyzer instance with the fake client
 	scheme := scheme.Scheme
-	gtwapi.Install(scheme)
-	apiextensionsv1.AddToScheme(scheme)
+	err := gtwapi.Install(scheme)
+	if err != nil {
+		t.Error(err)
+	}
+	err = apiextensionsv1.AddToScheme(scheme)
+	if err != nil {
+		t.Error(err)
+	}
 	objects := []runtime.Object{
 		&Gateway,
 		&GatewayClass,
--- a/pkg/analyzer/gatewayclass.go
+++ b/pkg/analyzer/gatewayclass.go
@@ -35,7 +35,10 @@ func (GatewayClassAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error)

 	gcList := &gtwapi.GatewayClassList{}
 	client := a.Client.CtrlClient
-	gtwapi.AddToScheme(client.Scheme())
+	err := gtwapi.AddToScheme(client.Scheme())
+	if err != nil {
+		return nil, err
+	}
 	if err := client.List(a.Context, gcList, &ctrl.ListOptions{}); err != nil {
 		return nil, err
 	}
--- a/pkg/analyzer/gatewayclass_test.go
+++ b/pkg/analyzer/gatewayclass_test.go
@@ -29,8 +29,14 @@ func TestGatewayClassAnalyzer(t *testing.T) {
 	GatewayClass.Status.Conditions = []metav1.Condition{BadCondition}
 	// Create a GatewayClassAnalyzer instance with the fake client
 	scheme := scheme.Scheme
-	gtwapi.Install(scheme)
-	apiextensionsv1.AddToScheme(scheme)
+	err := gtwapi.Install(scheme)
+	if err != nil {
+		t.Error(err)
+	}
+	err = apiextensionsv1.AddToScheme(scheme)
+	if err != nil {
+		t.Error(err)
+	}

 	fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(GatewayClass).Build()

--- a/pkg/analyzer/hpa.go
+++ b/pkg/analyzer/hpa.go
@@ -140,8 +140,10 @@ func (HpaAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			Error: value.FailureDetails,
 		}

-		parent, _ := util.GetParent(a.Client, value.HorizontalPodAutoscalers.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.HorizontalPodAutoscalers.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}

--- a/pkg/analyzer/httproute.go
+++ b/pkg/analyzer/httproute.go
@@ -38,14 +38,16 @@ func (HTTPRouteAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 	gtw := &gtwapi.Gateway{}
 	service := &corev1.Service{}
 	client := a.Client.CtrlClient
-	gtwapi.AddToScheme(client.Scheme())
+	err := gtwapi.AddToScheme(client.Scheme())
+	if err != nil {
+		return nil, err
+	}
 	if err := client.List(a.Context, routeList, &ctrl.ListOptions{}); err != nil {
 		return nil, err
 	}
 	var preAnalysis = map[string]common.PreAnalysis{}

 	// Find all unhealthy gateway Classes
-
 	for _, route := range routeList.Items {
 		var failures []common.Failure

--- a/pkg/analyzer/httproute_test.go
+++ b/pkg/analyzer/httproute_test.go
@@ -104,8 +104,14 @@ func TestGWMissiningHTTRouteAnalyzer(t *testing.T) {
 	HTTPRoute := BuildHTTPRoute(backendName, gtwName, gtwNamespace, &svcPort, httpRouteNamespace)
 	// Create a Gateway Analyzer instance with the fake client
 	scheme := scheme.Scheme
-	gtwapi.Install(scheme)
-	apiextensionsv1.AddToScheme(scheme)
+	err := gtwapi.Install(scheme)
+	if err != nil {
+		t.Error(err)
+	}
+	err = apiextensionsv1.AddToScheme(scheme)
+	if err != nil {
+		t.Error(err)
+	}
 	objects := []runtime.Object{
 		&HTTPRoute,
 	}
@@ -156,8 +162,14 @@ func TestGWConfigSameHTTRouteAnalyzer(t *testing.T) {
 	Gateway := BuildRouteGateway("differentnamespace", "gatewayname", "Same")
 	// Create a Gateway Analyzer instance with the fake client
 	scheme := scheme.Scheme
-	gtwapi.Install(scheme)
-	apiextensionsv1.AddToScheme(scheme)
+	err := gtwapi.Install(scheme)
+	if err != nil {
+		t.Error(err)
+	}
+	err = apiextensionsv1.AddToScheme(scheme)
+	if err != nil {
+		t.Error(err)
+	}
 	objects := []runtime.Object{
 		&HTTPRoute,
 		&Gateway,
@@ -207,8 +219,14 @@ func TestGWConfigSelectorHTTRouteAnalyzer(t *testing.T) {
 	Gateway := BuildRouteGateway("default", "gatewayname", "Selector")
 	// Create a Gateway Analyzer instance with the fake client
 	scheme := scheme.Scheme
-	gtwapi.Install(scheme)
-	apiextensionsv1.AddToScheme(scheme)
+	err := gtwapi.Install(scheme)
+	if err != nil {
+		t.Error(err)
+	}
+	err = apiextensionsv1.AddToScheme(scheme)
+	if err != nil {
+		t.Error(err)
+	}
 	objects := []runtime.Object{
 		&HTTPRoute,
 		&Gateway,
@@ -259,8 +277,14 @@ func TestSvcMissingHTTRouteAnalyzer(t *testing.T) {
 	Gateway := BuildRouteGateway("default", "gatewayname", "Same")
 	// Create a Gateway Analyzer instance with the fake client
 	scheme := scheme.Scheme
-	gtwapi.Install(scheme)
-	apiextensionsv1.AddToScheme(scheme)
+	err := gtwapi.Install(scheme)
+	if err != nil {
+		t.Error(err)
+	}
+	err = apiextensionsv1.AddToScheme(scheme)
+	if err != nil {
+		t.Error(err)
+	}
 	objects := []runtime.Object{
 		&HTTPRoute,
 		&Gateway,
@@ -332,8 +356,14 @@ func TestSvcDifferentPortHTTRouteAnalyzer(t *testing.T) {
 	Gateway := BuildRouteGateway("default", "gatewayname", "Same")
 	// Create a Gateway Analyzer instance with the fake client
 	scheme := scheme.Scheme
-	gtwapi.Install(scheme)
-	apiextensionsv1.AddToScheme(scheme)
+	err := gtwapi.Install(scheme)
+	if err != nil {
+		t.Error(err)
+	}
+	err = apiextensionsv1.AddToScheme(scheme)
+	if err != nil {
+		t.Error(err)
+	}
 	objects := []runtime.Object{
 		&HTTPRoute,
 		&Gateway,
--- a/pkg/analyzer/ingress.go
+++ b/pkg/analyzer/ingress.go
@@ -163,8 +163,10 @@ func (IngressAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			Error: value.FailureDetails,
 		}

-		parent, _ := util.GetParent(a.Client, value.Ingress.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.Ingress.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}

--- a/pkg/analyzer/ingress_test.go
+++ b/pkg/analyzer/ingress_test.go
@@ -15,146 +15,189 @@ package analyzer

 import (
 	"context"
-	"strings"
+	"sort"
 	"testing"

 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
-	"github.com/magiconair/properties/assert"
+	"github.com/stretchr/testify/require"
+	v1 "k8s.io/api/core/v1"
 	networkingv1 "k8s.io/api/networking/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/client-go/kubernetes/fake"
 )

 func TestIngressAnalyzer(t *testing.T) {
-	clientset := fake.NewSimpleClientset(
-		&networkingv1.Ingress{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "default",
-				Annotations: map[string]string{},
+	validIgClassName := new(string)
+	*validIgClassName = "valid-ingress-class"
+
+	var igRule networkingv1.IngressRule
+
+	httpRule := networkingv1.HTTPIngressRuleValue{
+		Paths: []networkingv1.HTTPIngressPath{
+			{
+				Path: "/",
+				Backend: networkingv1.IngressBackend{
+					Service: &networkingv1.IngressServiceBackend{
+						// This service exists.
+						Name: "Service1",
+					},
+				},
 			},
-		})
-	ingressAnalyzer := IngressAnalyzer{}
+			{
+				Path: "/test1",
+				Backend: networkingv1.IngressBackend{
+					Service: &networkingv1.IngressServiceBackend{
+						// This service is in the test namespace
+						// Hence, it won't be discovered.
+						Name: "Service2",
+					},
+				},
+			},
+			{
+				Path: "/test2",
+				Backend: networkingv1.IngressBackend{
+					Service: &networkingv1.IngressServiceBackend{
+						// This service doesn't exist.
+						Name: "Service3",
+					},
+				},
+			},
+		},
+	}
+	igRule.IngressRuleValue.HTTP = &httpRule

 	config := common.Analyzer{
 		Client: &kubernetes.Client{
-			Client: clientset,
-		},
-		Context:   context.Background(),
-		Namespace: "default",
-	}
-	analysisResults, err := ingressAnalyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
-	}
-	assert.Equal(t, len(analysisResults), 1)
-}
+			Client: fake.NewSimpleClientset(
+				&networkingv1.Ingress{
+					// Doesn't specify an ingress class.
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Ingress1",
+						Namespace: "default",
+					},
+				},
+				&networkingv1.Ingress{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Ingress2",
+						Namespace: "default",
+						// Specify an invalid ingress class name using annotations.
+						Annotations: map[string]string{
+							"kubernetes.io/ingress.class": "invalid-class",
+						},
+					},
+				},
+				&networkingv1.Ingress{
+					// Namespace filtering.
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Ingress3",
+						Namespace: "test",
+					},
+				},
+				&networkingv1.IngressClass{
+					ObjectMeta: metav1.ObjectMeta{
+						Name: *validIgClassName,
+					},
+				},
+				&networkingv1.Ingress{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Ingress4",
+						Namespace: "default",
+						// Specify valid ingress class name using annotations.
+						Annotations: map[string]string{
+							"kubernetes.io/ingress.class": *validIgClassName,
+						},
+					},
+				},
+				&v1.Service{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Service1",
+						Namespace: "default",
+					},
+				},
+				&v1.Service{
+					ObjectMeta: metav1.ObjectMeta{
+						// Namespace filtering.
+						Name:      "Service2",
+						Namespace: "test",
+					},
+				},
+				&v1.Secret{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Secret1",
+						Namespace: "default",
+					},
+				},
+				&v1.Secret{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Secret2",
+						Namespace: "test",
+					},
+				},
+				&networkingv1.Ingress{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Ingress5",
+						Namespace: "default",
+					},

-func TestIngressAnalyzerWithMultipleIngresses(t *testing.T) {
-	clientset := fake.NewSimpleClientset(
-		&networkingv1.Ingress{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "default",
-				Annotations: map[string]string{},
-			},
-		},
-		&networkingv1.Ingress{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example-2",
-				Namespace:   "default",
-				Annotations: map[string]string{},
-			},
-		},
-	)
-	ingressAnalyzer := IngressAnalyzer{}
-
-	config := common.Analyzer{
-		Client: &kubernetes.Client{
-			Client: clientset,
+					// Specify valid ingress class name in spec.
+					Spec: networkingv1.IngressSpec{
+						IngressClassName: validIgClassName,
+						Rules: []networkingv1.IngressRule{
+							igRule,
+						},
+						TLS: []networkingv1.IngressTLS{
+							{
+								// This won't contribute to any failures.
+								SecretName: "Secret1",
+							},
+							{
+								// This secret won't be discovered because of namespace filtering.
+								SecretName: "Secret2",
+							},
+							{
+								// This secret doesn't exist.
+								SecretName: "Secret3",
+							},
+						},
+					},
+				},
+			),
 		},
 		Context:   context.Background(),
 		Namespace: "default",
 	}

-	analysisResults, err := ingressAnalyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
-	}
-	assert.Equal(t, len(analysisResults), 2)
-}
+	igAnalyzer := IngressAnalyzer{}
+	results, err := igAnalyzer.Analyze(config)
+	require.NoError(t, err)

-func TestIngressAnalyzerWithoutIngressClassAnnotation(t *testing.T) {
+	sort.Slice(results, func(i, j int) bool {
+		return results[i].Name < results[j].Name
+	})

-	clientset := fake.NewSimpleClientset(
-		&networkingv1.Ingress{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "default",
-				Annotations: map[string]string{},
-			},
-		})
-	ingressAnalyzer := IngressAnalyzer{}
-
-	config := common.Analyzer{
-		Client: &kubernetes.Client{
-			Client: clientset,
+	expectations := []struct {
+		name          string
+		failuresCount int
+	}{
+		{
+			name:          "default/Ingress1",
+			failuresCount: 1,
+		},
+		{
+			name:          "default/Ingress2",
+			failuresCount: 1,
+		},
+		{
+			name:          "default/Ingress5",
+			failuresCount: 4,
 		},
-		Context:   context.Background(),
-		Namespace: "default",
 	}

-	analysisResults, err := ingressAnalyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
-	}
+	require.Equal(t, len(expectations), len(results))

-	var errorFound bool
-	for _, analysis := range analysisResults {
-		for _, err := range analysis.Error {
-			if strings.Contains(err.Text, "does not specify an Ingress class") {
-				errorFound = true
-				break
-			}
-		}
-		if errorFound {
-			break
-		}
-	}
-	if !errorFound {
-		t.Error("expected error 'does not specify an Ingress class' not found in analysis results")
+	for i, result := range results {
+		require.Equal(t, expectations[i].name, result.Name)
+		require.Equal(t, expectations[i].failuresCount, len(result.Error))
 	}
 }
-
-func TestIngressAnalyzerNamespaceFiltering(t *testing.T) {
-	clientset := fake.NewSimpleClientset(
-		&networkingv1.Ingress{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "default",
-				Annotations: map[string]string{},
-			},
-		},
-		&networkingv1.Ingress{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "other-namespace",
-				Annotations: map[string]string{},
-			},
-		})
-	ingressAnalyzer := IngressAnalyzer{}
-
-	config := common.Analyzer{
-		Client: &kubernetes.Client{
-			Client: clientset,
-		},
-		Context:   context.Background(),
-		Namespace: "default",
-	}
-	analysisResults, err := ingressAnalyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
-	}
-	assert.Equal(t, len(analysisResults), 1)
-}
--- a/pkg/analyzer/log.go
+++ b/pkg/analyzer/log.go
@@ -49,29 +49,17 @@ func (LogAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 	// Iterate through each pod

 	for _, pod := range list.Items {
-		var failures []common.Failure
 		podName := pod.Name
-		podLogOptions := v1.PodLogOptions{
-			TailLines: &tailLines,
-		}
-
-		podLogs, err := a.Client.Client.CoreV1().Pods(pod.Namespace).GetLogs(podName, &podLogOptions).DoRaw(a.Context)
-		if err != nil {
-			failures = append(failures, common.Failure{
-				Text: fmt.Sprintf("Error %s from Pod %s", err.Error(), pod.Name),
-				Sensitive: []common.Sensitive{
-					{
-						Unmasked: pod.Name,
-						Masked:   util.MaskString(pod.Name),
-					},
-				},
-			})
-
-		} else {
-			rawlogs := string(podLogs)
-			if errorPattern.MatchString(strings.ToLower(rawlogs)) {
+		for _, c := range pod.Spec.Containers {
+			var failures []common.Failure
+			podLogOptions := v1.PodLogOptions{
+				TailLines: &tailLines,
+				Container: c.Name,
+			}
+			podLogs, err := a.Client.Client.CoreV1().Pods(pod.Namespace).GetLogs(podName, &podLogOptions).DoRaw(a.Context)
+			if err != nil {
 				failures = append(failures, common.Failure{
-					Text: printErrorLines(pod.Name, pod.Namespace, rawlogs, errorPattern),
+					Text: fmt.Sprintf("Error %s from Pod %s", err.Error(), pod.Name),
 					Sensitive: []common.Sensitive{
 						{
 							Unmasked: pod.Name,
@@ -79,14 +67,27 @@ func (LogAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 						},
 					},
 				})
+			} else {
+				rawlogs := string(podLogs)
+				if errorPattern.MatchString(strings.ToLower(rawlogs)) {
+					failures = append(failures, common.Failure{
+						Text: printErrorLines(rawlogs, errorPattern),
+						Sensitive: []common.Sensitive{
+							{
+								Unmasked: pod.Name,
+								Masked:   util.MaskString(pod.Name),
+							},
+						},
+					})
+				}
 			}
-		}
-		if len(failures) > 0 {
-			preAnalysis[fmt.Sprintf("%s/%s", pod.Namespace, pod.Name)] = common.PreAnalysis{
-				FailureDetails: failures,
-				Pod:            pod,
+			if len(failures) > 0 {
+				preAnalysis[fmt.Sprintf("%s/%s/%s", pod.Namespace, pod.Name, c.Name)] = common.PreAnalysis{
+					FailureDetails: failures,
+					Pod:            pod,
+				}
+				AnalyzerErrorsMetric.WithLabelValues(kind, pod.Name, pod.Namespace).Set(float64(len(failures)))
 			}
-			AnalyzerErrorsMetric.WithLabelValues(kind, pod.Name, pod.Namespace).Set(float64(len(failures)))
 		}
 	}
 	for key, value := range preAnalysis {
@@ -95,14 +96,16 @@ func (LogAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			Name:  key,
 			Error: value.FailureDetails,
 		}
-		parent, _ := util.GetParent(a.Client, value.Pod.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.Pod.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}

 	return a.Results, nil
 }
-func printErrorLines(podName, namespace, logs string, errorPattern *regexp.Regexp) string {
+func printErrorLines(logs string, errorPattern *regexp.Regexp) string {
 	// Split the logs into lines
 	logLines := strings.Split(logs, "\n")

--- a/pkg/analyzer/log_test.go
+++ b/pkg/analyzer/log_test.go
@@ -0,0 +1,120 @@
+/*
+Copyright 2023 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package analyzer
+
+import (
+	"context"
+	"regexp"
+	"sort"
+	"testing"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/stretchr/testify/require"
+	v1 "k8s.io/api/core/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/kubernetes/fake"
+)
+
+func TestLogAnalyzer(t *testing.T) {
+	oldPattern := errorPattern
+	errorPattern = regexp.MustCompile(`(fake logs)`)
+	t.Cleanup(func() {
+		errorPattern = oldPattern
+	})
+
+	config := common.Analyzer{
+		Client: &kubernetes.Client{
+			Client: fake.NewSimpleClientset(
+				&v1.Pod{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Pod1",
+						Namespace: "default",
+						Labels: map[string]string{
+							"Name":      "Pod1",
+							"Namespace": "default",
+						},
+					},
+					Spec: v1.PodSpec{
+						Containers: []v1.Container{
+							{
+								Name: "test-container1",
+							},
+							{
+								Name: "test-container2",
+							},
+						},
+					},
+				},
+				&v1.Pod{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Pod2",
+						Namespace: "default",
+						Labels: map[string]string{
+							"Name":      "Pod1",
+							"Namespace": "default",
+						},
+					},
+				},
+				&v1.Pod{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Pod3",
+						Namespace: "test-namespace",
+						Labels: map[string]string{
+							"Name":      "Pod1",
+							"Namespace": "test-namespace",
+						},
+					},
+				},
+				&v1.Pod{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Pod4",
+						Namespace: "default",
+						Labels: map[string]string{
+							"Name":      "Pod4",
+							"Namespace": "default",
+						},
+					},
+					Spec: v1.PodSpec{
+						Containers: []v1.Container{
+							{
+								Name: "test-container3",
+							},
+						},
+					},
+				},
+			),
+		},
+		Context:   context.Background(),
+		Namespace: "default",
+	}
+
+	logAnalyzer := LogAnalyzer{}
+	results, err := logAnalyzer.Analyze(config)
+	require.NoError(t, err)
+
+	sort.Slice(results, func(i, j int) bool {
+		return results[i].Name < results[j].Name
+	})
+
+	expectations := []string{"default/Pod1/test-container1", "default/Pod1/test-container2", "default/Pod4/test-container3"}
+
+	for i, expectation := range expectations {
+		require.Equal(t, expectation, results[i].Name)
+
+		for _, failure := range results[i].Error {
+			require.Equal(t, "fake logs", failure.Text)
+		}
+	}
+}
--- a/pkg/analyzer/mutating_webhook.go
+++ b/pkg/analyzer/mutating_webhook.go
@@ -75,6 +75,11 @@ func (MutatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, erro
 						},
 					},
 				})
+				preAnalysis[fmt.Sprintf("%s/%s", webhookConfig.Namespace, webhook.Name)] = common.PreAnalysis{
+					MutatingWebhook: webhookConfig,
+					FailureDetails:  failures,
+				}
+				AnalyzerErrorsMetric.WithLabelValues(kind, webhook.Name, webhookConfig.Namespace).Set(float64(len(failures)))
 				continue
 			}

@@ -146,8 +151,10 @@ func (MutatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, erro
 			Error: value.FailureDetails,
 		}

-		parent, _ := util.GetParent(a.Client, value.MutatingWebhook.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.MutatingWebhook.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}

--- a/pkg/analyzer/mutating_webhook_test.go
+++ b/pkg/analyzer/mutating_webhook_test.go
@@ -0,0 +1,140 @@
+/*
+Copyright 2024 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package analyzer
+
+import (
+	"context"
+	"testing"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/stretchr/testify/require"
+	admissionregistrationv1 "k8s.io/api/admissionregistration/v1"
+	v1 "k8s.io/api/core/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/kubernetes/fake"
+)
+
+func TestMutatingWebhookAnalyzer(t *testing.T) {
+	config := common.Analyzer{
+		Client: &kubernetes.Client{
+			Client: fake.NewSimpleClientset(
+				&v1.Pod{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Pod1",
+						Namespace: "default",
+						Labels: map[string]string{
+							"pod": "Pod1",
+						},
+					},
+				},
+				&v1.Service{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "test-service1",
+						Namespace: "default",
+					},
+					Spec: v1.ServiceSpec{
+						Selector: map[string]string{
+							"pod": "Pod1",
+						},
+					},
+				},
+				&v1.Service{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "test-service2",
+						Namespace: "test",
+					},
+					Spec: v1.ServiceSpec{
+						// No such pod exists in the test namespace
+						Selector: map[string]string{
+							"pod": "Pod2",
+						},
+					},
+				},
+				&v1.Service{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "test-service3",
+						Namespace: "test",
+					},
+					Spec: v1.ServiceSpec{
+						// len(service.Spec.Selector) == 0
+						Selector: map[string]string{},
+					},
+				},
+				&admissionregistrationv1.MutatingWebhookConfiguration{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "test-mutating-webhook-config",
+						Namespace: "test",
+					},
+					Webhooks: []admissionregistrationv1.MutatingWebhook{
+						{
+							// Failure: Pointing to an inactive receiver pod
+							Name: "webhook1",
+							ClientConfig: admissionregistrationv1.WebhookClientConfig{
+								Service: &admissionregistrationv1.ServiceReference{
+									Name:      "test-service1",
+									Namespace: "default",
+								},
+							},
+						},
+						{
+							// Failure: No active pods found in the test namespace
+							Name: "webhook2",
+							ClientConfig: admissionregistrationv1.WebhookClientConfig{
+								Service: &admissionregistrationv1.ServiceReference{
+									Name:      "test-service2",
+									Namespace: "test",
+								},
+							},
+						},
+						{
+							Name: "webhook3",
+							ClientConfig: admissionregistrationv1.WebhookClientConfig{
+								Service: &admissionregistrationv1.ServiceReference{
+									Name:      "test-service3",
+									Namespace: "test",
+								},
+							},
+						},
+						{
+							// Failure: Service doesn't exist.
+							Name: "webhook4",
+							ClientConfig: admissionregistrationv1.WebhookClientConfig{
+								Service: &admissionregistrationv1.ServiceReference{
+									Name:      "test-service4-doesn't-exist",
+									Namespace: "test",
+								},
+							},
+						},
+						{
+							// Service is nil.
+							Name:         "webhook5",
+							ClientConfig: admissionregistrationv1.WebhookClientConfig{},
+						},
+					},
+				},
+			),
+		},
+		Context:   context.Background(),
+		Namespace: "default",
+	}
+
+	mwAnalyzer := MutatingWebhookAnalyzer{}
+	results, err := mwAnalyzer.Analyze(config)
+	require.NoError(t, err)
+
+	// The results should contain: webhook1, webhook2, and webhook4
+	resultsLen := 3
+	require.Equal(t, resultsLen, len(results))
+}
--- a/pkg/analyzer/netpol_test.go
+++ b/pkg/analyzer/netpol_test.go
@@ -136,6 +136,19 @@ func TestNetpolWithPod(t *testing.T) {

 func TestNetpolNoPodsNamespaceFiltering(t *testing.T) {
 	clientset := fake.NewSimpleClientset(
+		&networkingv1.NetworkPolicy{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      "policy-without-podselector-match-labels",
+				Namespace: "default",
+			},
+			Spec: networkingv1.NetworkPolicySpec{
+				PodSelector: metav1.LabelSelector{
+					// len(MatchLabels) == 0 should trigger a failure.
+					// Allowing traffic to all pods.
+					MatchLabels: map[string]string{},
+				},
+			},
+		},
 		&networkingv1.NetworkPolicy{
 			ObjectMeta: metav1.ObjectMeta{
 				Name:      "example",
@@ -203,7 +216,7 @@ func TestNetpolNoPodsNamespaceFiltering(t *testing.T) {
 		t.Error(err)
 	}

-	assert.Equal(t, len(results), 1)
+	assert.Equal(t, len(results), 2)
 	assert.Equal(t, results[0].Kind, "NetworkPolicy")

 }
--- a/pkg/analyzer/node.go
+++ b/pkg/analyzer/node.go
@@ -74,8 +74,10 @@ func (NodeAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			Error: value.FailureDetails,
 		}

-		parent, _ := util.GetParent(a.Client, value.Node.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.Node.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}

--- a/pkg/analyzer/node_test.go
+++ b/pkg/analyzer/node_test.go
@@ -15,110 +15,155 @@ package analyzer

 import (
 	"context"
+	"sort"
 	"testing"

 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
-	"github.com/magiconair/properties/assert"
+	"github.com/stretchr/testify/require"
 	v1 "k8s.io/api/core/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/client-go/kubernetes/fake"
 )

-func TestNodeAnalyzerNodeReady(t *testing.T) {
-	clientset := fake.NewSimpleClientset(&v1.Node{
-		ObjectMeta: metav1.ObjectMeta{
-			Name: "node1",
-		},
-		Status: v1.NodeStatus{
-			Conditions: []v1.NodeCondition{
-				{
-					Type:    v1.NodeReady,
-					Status:  v1.ConditionTrue,
-					Reason:  "KubeletReady",
-					Message: "kubelet is posting ready status",
-				},
-			},
-		},
-	})
-
+func TestNodeAnalyzer(t *testing.T) {
 	config := common.Analyzer{
 		Client: &kubernetes.Client{
-			Client: clientset,
-		},
-		Context: context.Background(),
-	}
-	nodeAnalyzer := NodeAnalyzer{}
-	var analysisResults []common.Result
-	analysisResults, err := nodeAnalyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
-	}
-	assert.Equal(t, len(analysisResults), 0)
-}
-
-func TestNodeAnalyzerNodeDiskPressure(t *testing.T) {
-	clientset := fake.NewSimpleClientset(&v1.Node{
-		ObjectMeta: metav1.ObjectMeta{
-			Name: "node1",
-		},
-		Status: v1.NodeStatus{
-			Conditions: []v1.NodeCondition{
-				{
-					Type:    v1.NodeDiskPressure,
-					Status:  v1.ConditionTrue,
-					Reason:  "KubeletHasDiskPressure",
-					Message: "kubelet has disk pressure",
+			Client: fake.NewSimpleClientset(
+				&v1.Node{
+					// A node without Status Conditions shouldn't contribute to failures.
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Node1",
+						Namespace: "test",
+					},
 				},
-			},
+				&v1.Node{
+					// Nodes are not filtered using namespace.
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Node2",
+						Namespace: "default",
+					},
+					Status: v1.NodeStatus{
+						Conditions: []v1.NodeCondition{
+							{
+								// Won't contribute to failures.
+								Type:   v1.NodeReady,
+								Status: v1.ConditionTrue,
+							},
+							{
+								// Will contribute to failures.
+								Type:   v1.NodeReady,
+								Status: v1.ConditionFalse,
+							},
+							{
+								// Will contribute to failures.
+								Type:   v1.NodeReady,
+								Status: v1.ConditionUnknown,
+							},
+							// Non-false statuses for the default cases contribute to failures.
+							{
+								Type:   v1.NodeMemoryPressure,
+								Status: v1.ConditionTrue,
+							},
+							{
+								Type:   v1.NodeDiskPressure,
+								Status: v1.ConditionTrue,
+							},
+							{
+								Type:   v1.NodePIDPressure,
+								Status: v1.ConditionTrue,
+							},
+							{
+								Type:   v1.NodeNetworkUnavailable,
+								Status: v1.ConditionTrue,
+							},
+							{
+								Type:   v1.NodeMemoryPressure,
+								Status: v1.ConditionUnknown,
+							},
+							{
+								Type:   v1.NodeDiskPressure,
+								Status: v1.ConditionUnknown,
+							},
+							{
+								Type:   v1.NodePIDPressure,
+								Status: v1.ConditionUnknown,
+							},
+							{
+								Type:   v1.NodeNetworkUnavailable,
+								Status: v1.ConditionUnknown,
+							},
+							// A cloud provider may set their own condition and/or a new status
+							// might be introduced. In such cases a failure is assumed and
+							// the code shouldn't break, although it might be a false positive.
+							{
+								Type:   "UnknownNodeConditionType",
+								Status: "CompletelyUnknown",
+							},
+							// These won't contribute to failures.
+							{
+								Type:   v1.NodeMemoryPressure,
+								Status: v1.ConditionFalse,
+							},
+							{
+								Type:   v1.NodeDiskPressure,
+								Status: v1.ConditionFalse,
+							},
+							{
+								Type:   v1.NodePIDPressure,
+								Status: v1.ConditionFalse,
+							},
+							{
+								Type:   v1.NodeNetworkUnavailable,
+								Status: v1.ConditionFalse,
+							},
+						},
+					},
+				},
+				&v1.Node{
+					// A node without any failures shouldn't be present in the results.
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Node3",
+						Namespace: "test",
+					},
+					Status: v1.NodeStatus{
+						Conditions: []v1.NodeCondition{
+							{
+								// Won't contribute to failures.
+								Type:   v1.NodeReady,
+								Status: v1.ConditionTrue,
+							},
+						},
+					},
+				},
+			),
 		},
+		Context:   context.Background(),
+		Namespace: "test",
+	}
+
+	nAnalyzer := NodeAnalyzer{}
+	results, err := nAnalyzer.Analyze(config)
+	require.NoError(t, err)
+
+	sort.Slice(results, func(i, j int) bool {
+		return results[i].Name < results[j].Name
 	})

-	config := common.Analyzer{
-		Client: &kubernetes.Client{
-			Client: clientset,
+	expectations := []struct {
+		name          string
+		failuresCount int
+	}{
+		{
+			name:          "Node2",
+			failuresCount: 11,
 		},
-		Context: context.Background(),
 	}
-	nodeAnalyzer := NodeAnalyzer{}
-	var analysisResults []common.Result
-	analysisResults, err := nodeAnalyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
-	}
-	assert.Equal(t, len(analysisResults), 1)
-}

-// A cloud provider may set their own condition and/or a new status might be introduced
-// In such cases a failure is assumed and the code shouldn't break, although it might be a false positive
-func TestNodeAnalyzerNodeUnknownType(t *testing.T) {
-	clientset := fake.NewSimpleClientset(&v1.Node{
-		ObjectMeta: metav1.ObjectMeta{
-			Name: "node1",
-		},
-		Status: v1.NodeStatus{
-			Conditions: []v1.NodeCondition{
-				{
-					Type:    "UnknownNodeConditionType",
-					Status:  "CompletelyUnknown",
-					Reason:  "KubeletHasTheUnknown",
-					Message: "kubelet has the unknown",
-				},
-			},
-		},
-	})
+	require.Equal(t, len(expectations), len(results))

-	config := common.Analyzer{
-		Client: &kubernetes.Client{
-			Client: clientset,
-		},
-		Context: context.Background(),
+	for i, result := range results {
+		require.Equal(t, expectations[i].name, result.Name)
+		require.Equal(t, expectations[i].failuresCount, len(result.Error))
 	}
-	nodeAnalyzer := NodeAnalyzer{}
-	var analysisResults []common.Result
-	analysisResults, err := nodeAnalyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
-	}
-	assert.Equal(t, len(analysisResults), 1)
 }
--- a/pkg/analyzer/pdb.go
+++ b/pkg/analyzer/pdb.go
@@ -50,6 +50,11 @@ func (PdbAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {

 	for _, pdb := range list.Items {
 		var failures []common.Failure
+
+		// Before accessing the Conditions, check if they exist or not.
+		if len(pdb.Status.Conditions) == 0 {
+			continue
+		}
 		if pdb.Status.Conditions[0].Type == "DisruptionAllowed" && pdb.Status.Conditions[0].Status == "False" {
 			var doc string
 			if pdb.Spec.MaxUnavailable != nil {
@@ -94,8 +99,10 @@ func (PdbAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			Error: value.FailureDetails,
 		}

-		parent, _ := util.GetParent(a.Client, value.PodDisruptionBudget.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.PodDisruptionBudget.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}

--- a/pkg/analyzer/pdb_test.go
+++ b/pkg/analyzer/pdb_test.go
@@ -0,0 +1,117 @@
+/*
+Copyright 2024 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package analyzer
+
+import (
+	"context"
+	"testing"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/stretchr/testify/require"
+	policyv1 "k8s.io/api/policy/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/util/intstr"
+	"k8s.io/client-go/kubernetes/fake"
+)
+
+func TestPodDisruptionBudgetAnalyzer(t *testing.T) {
+	config := common.Analyzer{
+		Client: &kubernetes.Client{
+			Client: fake.NewSimpleClientset(
+				&policyv1.PodDisruptionBudget{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "PDB1",
+						Namespace: "test",
+					},
+					// Status conditions are nil.
+					Status: policyv1.PodDisruptionBudgetStatus{
+						Conditions: nil,
+					},
+				},
+				&policyv1.PodDisruptionBudget{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "PDB2",
+						Namespace: "test",
+					},
+					// Status conditions are empty.
+					Status: policyv1.PodDisruptionBudgetStatus{
+						Conditions: []metav1.Condition{},
+					},
+				},
+				&policyv1.PodDisruptionBudget{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "PDB3",
+						Namespace: "test",
+					},
+					Status: policyv1.PodDisruptionBudgetStatus{
+						Conditions: []metav1.Condition{
+							{
+								Type:   "DisruptionAllowed",
+								Status: "False",
+								Reason: "test reason",
+							},
+						},
+					},
+					Spec: policyv1.PodDisruptionBudgetSpec{
+						MaxUnavailable: &intstr.IntOrString{
+							Type:   0,
+							IntVal: 17,
+							StrVal: "17",
+						},
+						MinAvailable: &intstr.IntOrString{
+							Type:   0,
+							IntVal: 7,
+							StrVal: "7",
+						},
+						// MatchLabels specified.
+						Selector: &metav1.LabelSelector{
+							MatchLabels: map[string]string{
+								"label1": "test1",
+								"label2": "test2",
+							},
+						},
+					},
+				},
+				&policyv1.PodDisruptionBudget{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "PDB4",
+						Namespace: "test",
+					},
+					Status: policyv1.PodDisruptionBudgetStatus{
+						Conditions: []metav1.Condition{
+							{
+								Type:   "DisruptionAllowed",
+								Status: "False",
+								Reason: "test reason",
+							},
+						},
+					},
+					// Match Labels Empty.
+					Spec: policyv1.PodDisruptionBudgetSpec{
+						Selector: &metav1.LabelSelector{},
+					},
+				},
+			),
+		},
+		Context:   context.Background(),
+		Namespace: "test",
+	}
+
+	pdbAnalyzer := PdbAnalyzer{}
+	results, err := pdbAnalyzer.Analyze(config)
+	require.NoError(t, err)
+	require.Equal(t, 1, len(results))
+	require.Equal(t, "test/PDB3", results[0].Name)
+}
--- a/pkg/analyzer/pod.go
+++ b/pkg/analyzer/pod.go
@@ -18,6 +18,7 @@ import (

 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	v1 "k8s.io/api/core/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 )

@@ -41,12 +42,12 @@ func (PodAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {

 	for _, pod := range list.Items {
 		var failures []common.Failure
+
 		// Check for pending pods
 		if pod.Status.Phase == "Pending" {
-
 			// Check through container status to check for crashes
 			for _, containerStatus := range pod.Status.Conditions {
-				if containerStatus.Type == "PodScheduled" && containerStatus.Reason == "Unschedulable" {
+				if containerStatus.Type == v1.PodScheduled && containerStatus.Reason == "Unschedulable" {
 					if containerStatus.Message != "" {
 						failures = append(failures, common.Failure{
 							Text:      containerStatus.Message,
@@ -57,60 +58,12 @@ func (PodAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			}
 		}

-		// Check through container status to check for crashes or unready
-		for _, containerStatus := range pod.Status.ContainerStatuses {
+		// Check for errors in the init containers.
+		failures = append(failures, analyzeContainerStatusFailures(a, pod.Status.InitContainerStatuses, pod.Name, pod.Namespace, string(pod.Status.Phase))...)

-			if containerStatus.State.Waiting != nil {
+		// Check for errors in containers.
+		failures = append(failures, analyzeContainerStatusFailures(a, pod.Status.ContainerStatuses, pod.Name, pod.Namespace, string(pod.Status.Phase))...)

-				if isErrorReason(containerStatus.State.Waiting.Reason) && containerStatus.State.Waiting.Message != "" {
-					failures = append(failures, common.Failure{
-						Text:      containerStatus.State.Waiting.Message,
-						Sensitive: []common.Sensitive{},
-					})
-				}
-
-				// This represents a container that is still being created or blocked due to conditions such as OOMKilled
-				if containerStatus.State.Waiting.Reason == "ContainerCreating" && pod.Status.Phase == "Pending" {
-
-					// parse the event log and append details
-					evt, err := FetchLatestEvent(a.Context, a.Client, pod.Namespace, pod.Name)
-					if err != nil || evt == nil {
-						continue
-					}
-					if evt.Reason == "FailedCreatePodSandBox" && evt.Message != "" {
-						failures = append(failures, common.Failure{
-							Text:      evt.Message,
-							Sensitive: []common.Sensitive{},
-						})
-					}
-				}
-
-				// This represents container that is in CrashLoopBackOff state due to conditions such as OOMKilled
-				if containerStatus.State.Waiting.Reason == "CrashLoopBackOff" {
-					failures = append(failures, common.Failure{
-						Text:      fmt.Sprintf("the last termination reason is %s container=%s pod=%s", containerStatus.LastTerminationState.Terminated.Reason, containerStatus.Name, pod.Name),
-						Sensitive: []common.Sensitive{},
-					})
-				}
-			} else {
-				// when pod is Running but its ReadinessProbe fails
-				if !containerStatus.Ready && pod.Status.Phase == "Running" {
-					// parse the event log and append details
-					evt, err := FetchLatestEvent(a.Context, a.Client, pod.Namespace, pod.Name)
-					if err != nil || evt == nil {
-						continue
-					}
-					if evt.Reason == "Unhealthy" && evt.Message != "" {
-						failures = append(failures, common.Failure{
-							Text:      evt.Message,
-							Sensitive: []common.Sensitive{},
-						})
-
-					}
-
-				}
-			}
-		}
 		if len(failures) > 0 {
 			preAnalysis[fmt.Sprintf("%s/%s", pod.Namespace, pod.Name)] = common.PreAnalysis{
 				Pod:            pod,
@@ -127,17 +80,85 @@ func (PodAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			Error: value.FailureDetails,
 		}

-		parent, _ := util.GetParent(a.Client, value.Pod.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.Pod.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}

 	return a.Results, nil
 }

+func analyzeContainerStatusFailures(a common.Analyzer, statuses []v1.ContainerStatus, name string, namespace string, statusPhase string) []common.Failure {
+	var failures []common.Failure
+
+	// Check through container status to check for crashes or unready
+	for _, containerStatus := range statuses {
+		if containerStatus.State.Waiting != nil {
+			if containerStatus.State.Waiting.Reason == "ContainerCreating" && statusPhase == "Pending" {
+				// This represents a container that is still being created or blocked due to conditions such as OOMKilled
+				// parse the event log and append details
+				evt, err := util.FetchLatestEvent(a.Context, a.Client, namespace, name)
+				if err != nil || evt == nil {
+					continue
+				}
+				if isEvtErrorReason(evt.Reason) && evt.Message != "" {
+					failures = append(failures, common.Failure{
+						Text:      evt.Message,
+						Sensitive: []common.Sensitive{},
+					})
+				}
+			} else if containerStatus.State.Waiting.Reason == "CrashLoopBackOff" && containerStatus.LastTerminationState.Terminated != nil {
+				// This represents container that is in CrashLoopBackOff state due to conditions such as OOMKilled
+				failures = append(failures, common.Failure{
+					Text:      fmt.Sprintf("the last termination reason is %s container=%s pod=%s", containerStatus.LastTerminationState.Terminated.Reason, containerStatus.Name, name),
+					Sensitive: []common.Sensitive{},
+				})
+			} else if isErrorReason(containerStatus.State.Waiting.Reason) && containerStatus.State.Waiting.Message != "" {
+				failures = append(failures, common.Failure{
+					Text:      containerStatus.State.Waiting.Message,
+					Sensitive: []common.Sensitive{},
+				})
+			}
+		} else {
+			// when pod is Running but its ReadinessProbe fails
+			if !containerStatus.Ready && statusPhase == "Running" {
+				// parse the event log and append details
+				evt, err := util.FetchLatestEvent(a.Context, a.Client, namespace, name)
+				if err != nil || evt == nil {
+					continue
+				}
+				if evt.Reason == "Unhealthy" && evt.Message != "" {
+					failures = append(failures, common.Failure{
+						Text:      evt.Message,
+						Sensitive: []common.Sensitive{},
+					})
+				}
+			}
+		}
+	}
+
+	return failures
+}
+
 func isErrorReason(reason string) bool {
 	failureReasons := []string{
-		"CrashLoopBackOff", "ImagePullBackOff", "CreateContainerConfigError", "PreCreateHookError", "CreateContainerError", "PreStartHookError", "RunContainerError", "ImageInspectError", "ErrImagePull", "ErrImageNeverPull", "InvalidImageName",
+		"CrashLoopBackOff", "ImagePullBackOff", "CreateContainerConfigError", "PreCreateHookError", "CreateContainerError",
+		"PreStartHookError", "RunContainerError", "ImageInspectError", "ErrImagePull", "ErrImageNeverPull", "InvalidImageName",
+	}
+
+	for _, r := range failureReasons {
+		if r == reason {
+			return true
+		}
+	}
+	return false
+}
+
+func isEvtErrorReason(reason string) bool {
+	failureReasons := []string{
+		"FailedCreatePodSandBox", "FailedMount",
 	}

 	for _, r := range failureReasons {
--- a/pkg/analyzer/pod_test.go
+++ b/pkg/analyzer/pod_test.go
@@ -15,144 +15,357 @@ package analyzer

 import (
 	"context"
+	"sort"
 	"testing"

 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
-	"github.com/magiconair/properties/assert"
+	"github.com/stretchr/testify/require"
 	v1 "k8s.io/api/core/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/client-go/kubernetes/fake"
 )

 func TestPodAnalyzer(t *testing.T) {
-
-	clientset := fake.NewSimpleClientset(
-		&v1.Pod{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "default",
-				Annotations: map[string]string{},
-			},
-			Status: v1.PodStatus{
-				Phase: v1.PodPending,
-				Conditions: []v1.PodCondition{
-					{
-						Type:    v1.PodScheduled,
-						Reason:  "Unschedulable",
-						Message: "0/1 nodes are available: 1 node(s) had taint {node-role.kubernetes.io/master: }, that the pod didn't tolerate.",
-					},
+	tests := []struct {
+		name         string
+		config       common.Analyzer
+		expectations []struct {
+			name          string
+			failuresCount int
+		}
+	}{
+		{
+			name: "Pending pods, namespace filtering and readiness probe failure",
+			config: common.Analyzer{
+				Client: &kubernetes.Client{
+					Client: fake.NewSimpleClientset(
+						&v1.Pod{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Pod1",
+								Namespace: "default",
+							},
+							Status: v1.PodStatus{
+								Phase: v1.PodPending,
+								Conditions: []v1.PodCondition{
+									{
+										// This condition will contribute to failures.
+										Type:    v1.PodScheduled,
+										Reason:  "Unschedulable",
+										Message: "0/1 nodes are available: 1 node(s) had taint {node-role.kubernetes.io/master: }, that the pod didn't tolerate.",
+									},
+									{
+										// This condition won't contribute to failures.
+										Type:   v1.PodScheduled,
+										Reason: "Unexpected failure",
+									},
+								},
+							},
+						},
+						&v1.Pod{
+							// This pod won't be selected because of namespace filtering.
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Pod2",
+								Namespace: "test",
+							},
+						},
+						&v1.Pod{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Pod3",
+								Namespace: "default",
+							},
+							Status: v1.PodStatus{
+								// When pod is Running but its ReadinessProbe fails
+								Phase: v1.PodRunning,
+								ContainerStatuses: []v1.ContainerStatus{
+									{
+										Ready: false,
+									},
+								},
+							},
+						},
+						&v1.Event{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Event1",
+								Namespace: "default",
+							},
+							InvolvedObject: v1.ObjectReference{
+								Kind:      "Pod",
+								Name:      "Pod3",
+								Namespace: "default",
+							},
+							Reason:  "Unhealthy",
+							Message: "readiness probe failed: the detail reason here ...",
+							Source:  v1.EventSource{Component: "eventTest"},
+							Count:   1,
+							Type:    v1.EventTypeWarning,
+						},
+					),
 				},
-			},
-		},
-		&v1.Pod{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:      "example2",
+				Context:   context.Background(),
 				Namespace: "default",
 			},
-			Status: v1.PodStatus{
-				Phase: v1.PodRunning,
-				ContainerStatuses: []v1.ContainerStatus{
-					{
-						Name:  "example2",
-						Ready: false,
-					},
+			expectations: []struct {
+				name          string
+				failuresCount int
+			}{
+				{
+					name:          "default/Pod1",
+					failuresCount: 1,
 				},
-				Conditions: []v1.PodCondition{
-					{
-						Type:    v1.ContainersReady,
-						Reason:  "ContainersNotReady",
-						Message: "containers with unready status: [example2]",
-					},
+				{
+					name:          "default/Pod3",
+					failuresCount: 1,
 				},
 			},
 		},
-		// simulate event: 30s         Warning   Unhealthy              pod/my-nginx-7fb4dbcf47-4ch4w                         Readiness probe failed: bash: xxxx: command not found
-		&v1.Event{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:      "foo",
+		{
+			name: "readiness probe failure without any event",
+			config: common.Analyzer{
+				Client: &kubernetes.Client{
+					Client: fake.NewSimpleClientset(
+						&v1.Pod{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Pod1",
+								Namespace: "default",
+							},
+							Status: v1.PodStatus{
+								// When pod is Running but its ReadinessProbe fails
+								// It won't contribute to any failures because
+								// there's no event present.
+								Phase: v1.PodRunning,
+								ContainerStatuses: []v1.ContainerStatus{
+									{
+										Ready: false,
+									},
+								},
+							},
+						},
+					),
+				},
+				Context:   context.Background(),
 				Namespace: "default",
 			},
-			InvolvedObject: v1.ObjectReference{
-				Kind:       "Pod",
-				Name:       "example2",
-				Namespace:  "default",
-				UID:        "differentUid",
-				APIVersion: "v1",
-			},
-			Reason:  "Unhealthy",
-			Message: "readiness probe failed: the detail reason here ...",
-			Source:  v1.EventSource{Component: "eventTest"},
-			Count:   1,
-			Type:    v1.EventTypeWarning,
-		})
-
-	config := common.Analyzer{
-		Client: &kubernetes.Client{
-			Client: clientset,
 		},
-		Context:   context.Background(),
-		Namespace: "default",
-	}
-	podAnalyzer := PodAnalyzer{}
-	var analysisResults []common.Result
-	analysisResults, err := podAnalyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
-	}
-	assert.Equal(t, len(analysisResults), 2)
-}
-
-func TestPodAnalyzerNamespaceFiltering(t *testing.T) {
-
-	clientset := fake.NewSimpleClientset(
-		&v1.Pod{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "default",
-				Annotations: map[string]string{},
+		{
+			name: "Init container status state waiting",
+			config: common.Analyzer{
+				Client: &kubernetes.Client{
+					Client: fake.NewSimpleClientset(
+						&v1.Pod{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Pod1",
+								Namespace: "default",
+							},
+							Status: v1.PodStatus{
+								Phase: v1.PodPending,
+								InitContainerStatuses: []v1.ContainerStatus{
+									{
+										Ready: true,
+										State: v1.ContainerState{
+											Running: &v1.ContainerStateRunning{
+												StartedAt: metav1.Now(),
+											},
+										},
+									},
+									{
+										Ready: false,
+										State: v1.ContainerState{
+											Waiting: &v1.ContainerStateWaiting{
+												// This represents a container that is still being created or blocked due to conditions such as OOMKilled
+												Reason: "ContainerCreating",
+											},
+										},
+									},
+								},
+							},
+						},
+						&v1.Event{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Event1",
+								Namespace: "default",
+							},
+							InvolvedObject: v1.ObjectReference{
+								Kind:      "Pod",
+								Name:      "Pod1",
+								Namespace: "default",
+							},
+							Reason:  "FailedCreatePodSandBox",
+							Message: "failed to create the pod sandbox ...",
+							Type:    v1.EventTypeWarning,
+						},
+					),
+				},
+				Context:   context.Background(),
+				Namespace: "default",
 			},
-			Status: v1.PodStatus{
-				Phase: v1.PodPending,
-				Conditions: []v1.PodCondition{
-					{
-						Type:    v1.PodScheduled,
-						Reason:  "Unschedulable",
-						Message: "0/1 nodes are available: 1 node(s) had taint {node-role.kubernetes.io/master: }, that the pod didn't tolerate.",
-					},
+			expectations: []struct {
+				name          string
+				failuresCount int
+			}{
+				{
+					name:          "default/Pod1",
+					failuresCount: 1,
 				},
 			},
 		},
-		&v1.Pod{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "other-namespace",
-				Annotations: map[string]string{},
+		{
+			name: "Container status state waiting but no event reported",
+			config: common.Analyzer{
+				Client: &kubernetes.Client{
+					Client: fake.NewSimpleClientset(
+						&v1.Pod{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Pod1",
+								Namespace: "default",
+							},
+							Status: v1.PodStatus{
+								Phase: v1.PodPending,
+								ContainerStatuses: []v1.ContainerStatus{
+									{
+										Ready: false,
+										State: v1.ContainerState{
+											Waiting: &v1.ContainerStateWaiting{
+												// This represents a container that is still being created or blocked due to conditions such as OOMKilled
+												Reason: "ContainerCreating",
+											},
+										},
+									},
+								},
+							},
+						},
+					),
+				},
+				Context:   context.Background(),
+				Namespace: "default",
 			},
-			Status: v1.PodStatus{
-				Phase: v1.PodPending,
-				Conditions: []v1.PodCondition{
-					{
-						Type:    v1.PodScheduled,
-						Reason:  "Unschedulable",
-						Message: "0/1 nodes are available: 1 node(s) had taint {node-role.kubernetes.io/master: }, that the pod didn't tolerate.",
-					},
+		},
+		{
+			name: "Container status state waiting",
+			config: common.Analyzer{
+				Client: &kubernetes.Client{
+					Client: fake.NewSimpleClientset(
+						&v1.Pod{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Pod1",
+								Namespace: "default",
+							},
+							Status: v1.PodStatus{
+								Phase: v1.PodPending,
+								ContainerStatuses: []v1.ContainerStatus{
+									{
+										Name:  "Container1",
+										Ready: false,
+										State: v1.ContainerState{
+											Waiting: &v1.ContainerStateWaiting{
+												// This represents a container that is still being created or blocked due to conditions such as OOMKilled
+												Reason: "ContainerCreating",
+											},
+										},
+									},
+									{
+										Name:  "Container2",
+										Ready: false,
+										State: v1.ContainerState{
+											Waiting: &v1.ContainerStateWaiting{
+												// This represents container that is in CrashLoopBackOff state due to conditions such as OOMKilled
+												Reason: "CrashLoopBackOff",
+											},
+										},
+										LastTerminationState: v1.ContainerState{
+											Terminated: &v1.ContainerStateTerminated{
+												Reason: "test reason",
+											},
+										},
+									},
+									{
+										Name:  "Container3",
+										Ready: false,
+										State: v1.ContainerState{
+											Waiting: &v1.ContainerStateWaiting{
+												// This won't contribute to failures.
+												Reason:  "RandomReason",
+												Message: "This container won't be present in the failures",
+											},
+										},
+									},
+									{
+										Name:  "Container4",
+										Ready: false,
+										State: v1.ContainerState{
+											Waiting: &v1.ContainerStateWaiting{
+												// Valid error reason.
+												Reason:  "PreStartHookError",
+												Message: "Container4 encountered PreStartHookError",
+											},
+										},
+									},
+									{
+										Name:  "Container5",
+										Ready: false,
+										State: v1.ContainerState{
+											Waiting: &v1.ContainerStateWaiting{
+												// Valid error reason.
+												Reason:  "CrashLoopBackOff",
+												Message: "Container4 encountered CrashLoopBackOff",
+											},
+										},
+									},
+								},
+							},
+						},
+						&v1.Event{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Event1",
+								Namespace: "default",
+							},
+							InvolvedObject: v1.ObjectReference{
+								Kind:      "Pod",
+								Name:      "Pod1",
+								Namespace: "default",
+							},
+							// This reason won't contribute to failures.
+							Reason: "RandomEvent",
+							Type:   v1.EventTypeWarning,
+						},
+					),
+				},
+				Context:   context.Background(),
+				Namespace: "default",
+			},
+			expectations: []struct {
+				name          string
+				failuresCount int
+			}{
+				{
+					name:          "default/Pod1",
+					failuresCount: 3,
 				},
 			},
-		})
-
-	config := common.Analyzer{
-		Client: &kubernetes.Client{
-			Client: clientset,
 		},
-		Context:   context.Background(),
-		Namespace: "default",
 	}
+
 	podAnalyzer := PodAnalyzer{}
-	var analysisResults []common.Result
-	analysisResults, err := podAnalyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			results, err := podAnalyzer.Analyze(tt.config)
+			require.NoError(t, err)
+
+			if tt.expectations == nil {
+				require.Equal(t, 0, len(results))
+			} else {
+				sort.Slice(results, func(i, j int) bool {
+					return results[i].Name < results[j].Name
+				})
+
+				require.Equal(t, len(tt.expectations), len(results))
+
+				for i, result := range results {
+					require.Equal(t, tt.expectations[i].name, result.Name)
+					require.Equal(t, tt.expectations[i].failuresCount, len(result.Error))
+				}
+			}
+		})
 	}
-	assert.Equal(t, len(analysisResults), 1)
 }
--- a/pkg/analyzer/pvc.go
+++ b/pkg/analyzer/pvc.go
@@ -18,6 +18,7 @@ import (

 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	appsv1 "k8s.io/api/core/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 )

@@ -43,10 +44,10 @@ func (PvcAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 		var failures []common.Failure

 		// Check for empty rs
-		if pvc.Status.Phase == "Pending" {
+		if pvc.Status.Phase == appsv1.ClaimPending {

 			// parse the event log and append details
-			evt, err := FetchLatestEvent(a.Context, a.Client, pvc.Namespace, pvc.Name)
+			evt, err := util.FetchLatestEvent(a.Context, a.Client, pvc.Namespace, pvc.Name)
 			if err != nil || evt == nil {
 				continue
 			}
@@ -73,8 +74,10 @@ func (PvcAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			Error: value.FailureDetails,
 		}

-		parent, _ := util.GetParent(a.Client, value.PersistentVolumeClaim.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.PersistentVolumeClaim.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}

--- a/pkg/analyzer/pvc_test.go
+++ b/pkg/analyzer/pvc_test.go
@@ -0,0 +1,230 @@
+/*
+Copyright 2024 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package analyzer
+
+import (
+	"context"
+	"sort"
+	"testing"
+	"time"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/stretchr/testify/require"
+	appsv1 "k8s.io/api/core/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/kubernetes/fake"
+)
+
+func TestPersistentVolumeClaimAnalyzer(t *testing.T) {
+	tests := []struct {
+		name         string
+		config       common.Analyzer
+		expectations []string
+	}{
+		{
+			name: "PV1 and PVC5 report failures",
+			config: common.Analyzer{
+				Client: &kubernetes.Client{
+					Client: fake.NewSimpleClientset(
+						&appsv1.Event{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Event1",
+								Namespace: "default",
+							},
+							LastTimestamp: metav1.Time{
+								Time: time.Date(2024, 3, 15, 10, 0, 0, 0, time.UTC),
+							},
+							Reason:  "ProvisioningFailed",
+							Message: "PVC Event1 provisioning failed",
+						},
+						&appsv1.Event{
+							ObjectMeta: metav1.ObjectMeta{
+								// This event won't get selected.
+								Name:      "Event2",
+								Namespace: "test",
+							},
+						},
+						&appsv1.Event{
+							// This is the latest event.
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Event3",
+								Namespace: "default",
+							},
+							LastTimestamp: metav1.Time{
+								Time: time.Date(2024, 4, 15, 10, 0, 0, 0, time.UTC),
+							},
+							Reason:  "ProvisioningFailed",
+							Message: "PVC Event3 provisioning failed",
+						},
+						&appsv1.PersistentVolumeClaim{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "PVC1",
+								Namespace: "default",
+							},
+							Status: appsv1.PersistentVolumeClaimStatus{
+								Phase: appsv1.ClaimPending,
+							},
+						},
+						&appsv1.PersistentVolumeClaim{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "PVC2",
+								Namespace: "default",
+							},
+							Status: appsv1.PersistentVolumeClaimStatus{
+								// Won't contribute to failures.
+								Phase: appsv1.ClaimBound,
+							},
+						},
+						&appsv1.PersistentVolumeClaim{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "PVC3",
+								Namespace: "default",
+							},
+							Status: appsv1.PersistentVolumeClaimStatus{
+								// Won't contribute to failures.
+								Phase: appsv1.ClaimLost,
+							},
+						},
+						&appsv1.PersistentVolumeClaim{
+							// PVCs in namespace other than "default" won't be discovered.
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "PVC4",
+								Namespace: "test",
+							},
+							Status: appsv1.PersistentVolumeClaimStatus{
+								Phase: appsv1.ClaimLost,
+							},
+						},
+						&appsv1.PersistentVolumeClaim{
+							// PVCs in namespace other than "default" won't be discovered.
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "PVC5",
+								Namespace: "default",
+							},
+							Status: appsv1.PersistentVolumeClaimStatus{
+								Phase: appsv1.ClaimPending,
+							},
+						},
+					),
+				},
+				Context:   context.Background(),
+				Namespace: "default",
+			},
+			expectations: []string{
+				"default/PVC1",
+				"default/PVC5",
+			},
+		},
+		{
+			name: "no event",
+			config: common.Analyzer{
+				Client: &kubernetes.Client{
+					Client: fake.NewSimpleClientset(
+						&appsv1.PersistentVolumeClaim{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "PVC1",
+								Namespace: "default",
+							},
+							Status: appsv1.PersistentVolumeClaimStatus{
+								Phase: appsv1.ClaimPending,
+							},
+						},
+					),
+				},
+				Context:   context.Background(),
+				Namespace: "default",
+			},
+		},
+		{
+			name: "event other than provision failure",
+			config: common.Analyzer{
+				Client: &kubernetes.Client{
+					Client: fake.NewSimpleClientset(
+						&appsv1.Event{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Event1",
+								Namespace: "default",
+							},
+							// Any reason other than ProvisioningFailed won't result in failure.
+							Reason: "UnknownReason",
+						},
+						&appsv1.PersistentVolumeClaim{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "PVC1",
+								Namespace: "default",
+							},
+							Status: appsv1.PersistentVolumeClaimStatus{
+								Phase: appsv1.ClaimPending,
+							},
+						},
+					),
+				},
+				Context:   context.Background(),
+				Namespace: "default",
+			},
+		},
+		{
+			name: "event without error message",
+			config: common.Analyzer{
+				Client: &kubernetes.Client{
+					Client: fake.NewSimpleClientset(
+						&appsv1.Event{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "Event1",
+								Namespace: "default",
+							},
+							// Event without any error message won't result in failure.
+							Reason: "ProvisioningFailed",
+						},
+						&appsv1.PersistentVolumeClaim{
+							ObjectMeta: metav1.ObjectMeta{
+								Name:      "PVC1",
+								Namespace: "default",
+							},
+							Status: appsv1.PersistentVolumeClaimStatus{
+								Phase: appsv1.ClaimPending,
+							},
+						},
+					),
+				},
+				Context:   context.Background(),
+				Namespace: "default",
+			},
+		},
+	}
+
+	pvcAnalyzer := PvcAnalyzer{}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			results, err := pvcAnalyzer.Analyze(tt.config)
+			require.NoError(t, err)
+
+			if tt.expectations == nil {
+				require.Equal(t, 0, len(results))
+			} else {
+				sort.Slice(results, func(i, j int) bool {
+					return results[i].Name < results[j].Name
+				})
+
+				require.Equal(t, len(tt.expectations), len(results))
+
+				for i, expectation := range tt.expectations {
+					require.Equal(t, expectation, results[i].Name)
+				}
+			}
+		})
+	}
+}
--- a/pkg/analyzer/rs.go
+++ b/pkg/analyzer/rs.go
@@ -72,8 +72,10 @@ func (ReplicaSetAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			Error: value.FailureDetails,
 		}

-		parent, _ := util.GetParent(a.Client, value.ReplicaSet.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.ReplicaSet.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}
 	return a.Results, nil
--- a/pkg/analyzer/rs_test.go
+++ b/pkg/analyzer/rs_test.go
@@ -0,0 +1,146 @@
+/*
+Copyright 2024 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package analyzer
+
+import (
+	"context"
+	"sort"
+	"testing"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/stretchr/testify/require"
+	appsv1 "k8s.io/api/apps/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/kubernetes/fake"
+)
+
+func TestReplicaSetAnalyzer(t *testing.T) {
+	config := common.Analyzer{
+		Client: &kubernetes.Client{
+			Client: fake.NewSimpleClientset(
+				&appsv1.ReplicaSet{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "ReplicaSet1",
+						Namespace: "default",
+					},
+					Status: appsv1.ReplicaSetStatus{
+						Replicas: 0,
+						Conditions: []appsv1.ReplicaSetCondition{
+							{
+								// Should contribute to failures.
+								Type:    appsv1.ReplicaSetReplicaFailure,
+								Reason:  "FailedCreate",
+								Message: "failed to create test replica set 1",
+							},
+						},
+					},
+				},
+				&appsv1.ReplicaSet{
+					// This replicaset won't be discovered as it is not in the
+					// default namespace.
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "ReplicaSet2",
+						Namespace: "test",
+					},
+				},
+				&appsv1.ReplicaSet{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "ReplicaSet3",
+						Namespace: "default",
+					},
+					Status: appsv1.ReplicaSetStatus{
+						Replicas: 0,
+						Conditions: []appsv1.ReplicaSetCondition{
+							{
+								Type: appsv1.ReplicaSetReplicaFailure,
+								// Should not be included in the failures.
+								Reason: "RandomError",
+							},
+						},
+					},
+				},
+				&appsv1.ReplicaSet{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "ReplicaSet4",
+						Namespace: "default",
+					},
+					Status: appsv1.ReplicaSetStatus{
+						Replicas: 0,
+						Conditions: []appsv1.ReplicaSetCondition{
+							{
+								// Should contribute to failures.
+								Type:    appsv1.ReplicaSetReplicaFailure,
+								Reason:  "FailedCreate",
+								Message: "failed to create test replica set 4 condition 1",
+							},
+							{
+								// Should not contribute to failures.
+								Type:   appsv1.ReplicaSetReplicaFailure,
+								Reason: "Unknown",
+							},
+							{
+								// Should not contribute to failures.
+								Type:    appsv1.ReplicaSetReplicaFailure,
+								Reason:  "FailedCreate",
+								Message: "failed to create test replica set 4 condition 3",
+							},
+						},
+					},
+				},
+				&appsv1.ReplicaSet{
+					// Replicaset without any failures.
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "ReplicaSet5",
+						Namespace: "default",
+					},
+					Status: appsv1.ReplicaSetStatus{
+						Replicas: 3,
+					},
+				},
+			),
+		},
+		Context:   context.Background(),
+		Namespace: "default",
+	}
+
+	rsAnalyzer := ReplicaSetAnalyzer{}
+	results, err := rsAnalyzer.Analyze(config)
+	require.NoError(t, err)
+
+	sort.Slice(results, func(i, j int) bool {
+		return results[i].Name < results[j].Name
+	})
+
+	expectations := []struct {
+		name          string
+		failuresCount int
+	}{
+		{
+			name:          "default/ReplicaSet1",
+			failuresCount: 1,
+		},
+		{
+			name:          "default/ReplicaSet4",
+			failuresCount: 2,
+		},
+	}
+
+	require.Equal(t, len(expectations), len(results))
+
+	for i, result := range results {
+		require.Equal(t, expectations[i].name, result.Name)
+		require.Equal(t, expectations[i].failuresCount, len(result.Error))
+	}
+}
--- a/pkg/analyzer/service.go
+++ b/pkg/analyzer/service.go
@@ -98,16 +98,18 @@ func (ServiceAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 						count++
 						pods = append(pods, addresses.TargetRef.Kind+"/"+addresses.TargetRef.Name)
 					}
-
-					doc := apiDoc.GetApiDocV2("subsets.notReadyAddresses")
-
-					failures = append(failures, common.Failure{
-						Text:          fmt.Sprintf("Service has not ready endpoints, pods: %s, expected %d", pods, count),
-						KubernetesDoc: doc,
-						Sensitive:     []common.Sensitive{},
-					})
 				}
 			}
+
+			if count > 0 {
+				doc := apiDoc.GetApiDocV2("subsets.notReadyAddresses")
+
+				failures = append(failures, common.Failure{
+					Text:          fmt.Sprintf("Service has not ready endpoints, pods: %s, expected %d", pods, count),
+					KubernetesDoc: doc,
+					Sensitive:     []common.Sensitive{},
+				})
+			}
 		}

 		if len(failures) > 0 {
@@ -126,8 +128,10 @@ func (ServiceAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			Error: value.FailureDetails,
 		}

-		parent, _ := util.GetParent(a.Client, value.Endpoint.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.Endpoint.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}
 	return a.Results, nil
--- a/pkg/analyzer/service_test.go
+++ b/pkg/analyzer/service_test.go
@@ -15,108 +15,153 @@ package analyzer

 import (
 	"context"
+	"sort"
 	"testing"

 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
-	"github.com/magiconair/properties/assert"
+	"github.com/stretchr/testify/require"
 	v1 "k8s.io/api/core/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/client-go/kubernetes/fake"
+	"k8s.io/client-go/tools/leaderelection/resourcelock"
 )

 func TestServiceAnalyzer(t *testing.T) {
-
-	clientset := fake.NewSimpleClientset(&v1.Endpoints{
-		ObjectMeta: metav1.ObjectMeta{
-			Name:        "example",
-			Namespace:   "default",
-			Annotations: map[string]string{},
-		},
-	},
-		&v1.Service{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "default",
-				Annotations: map[string]string{},
-			},
-			Spec: v1.ServiceSpec{
-				Selector: map[string]string{
-					"app": "example",
-				},
-			}})
-
 	config := common.Analyzer{
 		Client: &kubernetes.Client{
-			Client: clientset,
+			Client: fake.NewSimpleClientset(
+				&v1.Endpoints{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Endpoint1",
+						Namespace: "test",
+					},
+					// Endpoint with non-zero subsets.
+					Subsets: []v1.EndpointSubset{
+						{
+							// These not ready end points will contribute to failures.
+							NotReadyAddresses: []v1.EndpointAddress{
+								{
+									TargetRef: &v1.ObjectReference{
+										Kind: "test-reference",
+										Name: "reference1",
+									},
+								},
+								{
+									TargetRef: &v1.ObjectReference{
+										Kind: "test-reference",
+										Name: "reference2",
+									},
+								},
+							},
+						},
+						{
+							// These not ready end points will contribute to failures.
+							NotReadyAddresses: []v1.EndpointAddress{
+								{
+									TargetRef: &v1.ObjectReference{
+										Kind: "test-reference",
+										Name: "reference3",
+									},
+								},
+							},
+						},
+					},
+				},
+				&v1.Endpoints{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Endpoint2",
+						Namespace: "test",
+						Annotations: map[string]string{
+							// Leader election record annotation key defined.
+							resourcelock.LeaderElectionRecordAnnotationKey: "this is okay",
+						},
+					},
+					// Endpoint with zero subsets.
+				},
+				&v1.Endpoints{
+					ObjectMeta: metav1.ObjectMeta{
+						// This won't contribute to any failures.
+						Name:        "non-existent-service",
+						Namespace:   "test",
+						Annotations: map[string]string{},
+					},
+					// Endpoint with zero subsets.
+				},
+				&v1.Endpoints{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:        "Service1",
+						Namespace:   "test",
+						Annotations: map[string]string{},
+					},
+					// Endpoint with zero subsets.
+				},
+				&v1.Service{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Service1",
+						Namespace: "test",
+					},
+					Spec: v1.ServiceSpec{
+						Selector: map[string]string{
+							"app1": "test-app1",
+							"app2": "test-app2",
+						},
+					},
+				},
+				&v1.Service{
+					ObjectMeta: metav1.ObjectMeta{
+						// This service won't be discovered.
+						Name:      "Service2",
+						Namespace: "default",
+					},
+					Spec: v1.ServiceSpec{
+						Selector: map[string]string{
+							"app1": "test-app1",
+							"app2": "test-app2",
+						},
+					},
+				},
+				&v1.Service{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Service3",
+						Namespace: "test",
+					},
+					Spec: v1.ServiceSpec{
+						// No Spec Selector
+					},
+				},
+			),
 		},
 		Context:   context.Background(),
-		Namespace: "default",
+		Namespace: "test",
 	}

-	serviceAnalyzer := ServiceAnalyzer{}
-	analysisResults, err := serviceAnalyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
+	sAnalyzer := ServiceAnalyzer{}
+	results, err := sAnalyzer.Analyze(config)
+	require.NoError(t, err)
+
+	sort.Slice(results, func(i, j int) bool {
+		return results[i].Name < results[j].Name
+	})
+
+	expectations := []struct {
+		name          string
+		failuresCount int
+	}{
+		{
+			name:          "test/Endpoint1",
+			failuresCount: 1,
+		},
+		{
+			name:          "test/Service1",
+			failuresCount: 2,
+		},
+	}
+
+	require.Equal(t, len(expectations), len(results))
+
+	for i, result := range results {
+		require.Equal(t, expectations[i].name, result.Name)
+		require.Equal(t, expectations[i].failuresCount, len(result.Error))
 	}
-	assert.Equal(t, len(analysisResults), 1)
-}
-
-func TestServiceAnalyzerNamespaceFiltering(t *testing.T) {
-
-	clientset := fake.NewSimpleClientset(
-		&v1.Endpoints{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "default",
-				Annotations: map[string]string{},
-			},
-		},
-		&v1.Service{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "default",
-				Annotations: map[string]string{},
-			},
-			Spec: v1.ServiceSpec{
-				Selector: map[string]string{
-					"app": "example",
-				},
-			},
-		},
-		&v1.Endpoints{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "other-namespace",
-				Annotations: map[string]string{},
-			},
-		},
-		&v1.Service{
-			ObjectMeta: metav1.ObjectMeta{
-				Name:        "example",
-				Namespace:   "other-namespace",
-				Annotations: map[string]string{},
-			},
-			Spec: v1.ServiceSpec{
-				Selector: map[string]string{
-					"app": "example",
-				},
-			},
-		},
-	)
-
-	config := common.Analyzer{
-		Client: &kubernetes.Client{
-			Client: clientset,
-		},
-		Context:   context.Background(),
-		Namespace: "default",
-	}
-
-	serviceAnalyzer := ServiceAnalyzer{}
-	analysisResults, err := serviceAnalyzer.Analyze(config)
-	if err != nil {
-		t.Error(err)
-	}
-	assert.Equal(t, len(analysisResults), 1)
 }
--- a/pkg/analyzer/statefulset.go
+++ b/pkg/analyzer/statefulset.go
@@ -109,8 +109,10 @@ func (StatefulSetAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
 			Error: value.FailureDetails,
 		}

-		parent, _ := util.GetParent(a.Client, value.StatefulSet.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.StatefulSet.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}

--- a/pkg/analyzer/validating_webhook.go
+++ b/pkg/analyzer/validating_webhook.go
@@ -73,6 +73,11 @@ func (ValidatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, er
 						},
 					},
 				})
+				preAnalysis[fmt.Sprintf("%s/%s", webhookConfig.Namespace, webhook.Name)] = common.PreAnalysis{
+					ValidatingWebhook: webhookConfig,
+					FailureDetails:    failures,
+				}
+				AnalyzerErrorsMetric.WithLabelValues(kind, webhook.Name, webhookConfig.Namespace).Set(float64(len(failures)))
 				continue
 			}

@@ -144,8 +149,10 @@ func (ValidatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, er
 			Error: value.FailureDetails,
 		}

-		parent, _ := util.GetParent(a.Client, value.ValidatingWebhook.ObjectMeta)
-		currentAnalysis.ParentObject = parent
+		parent, found := util.GetParent(a.Client, value.ValidatingWebhook.ObjectMeta)
+		if found {
+			currentAnalysis.ParentObject = parent
+		}
 		a.Results = append(a.Results, currentAnalysis)
 	}

--- a/pkg/analyzer/validating_webhook_test.go
+++ b/pkg/analyzer/validating_webhook_test.go
@@ -0,0 +1,140 @@
+/*
+Copyright 2024 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package analyzer
+
+import (
+	"context"
+	"testing"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/stretchr/testify/require"
+	admissionregistrationv1 "k8s.io/api/admissionregistration/v1"
+	v1 "k8s.io/api/core/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/kubernetes/fake"
+)
+
+func TestValidatingWebhookAnalyzer(t *testing.T) {
+	config := common.Analyzer{
+		Client: &kubernetes.Client{
+			Client: fake.NewSimpleClientset(
+				&v1.Pod{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "Pod1",
+						Namespace: "default",
+						Labels: map[string]string{
+							"pod": "Pod1",
+						},
+					},
+				},
+				&v1.Service{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "test-service1",
+						Namespace: "default",
+					},
+					Spec: v1.ServiceSpec{
+						Selector: map[string]string{
+							"pod": "Pod1",
+						},
+					},
+				},
+				&v1.Service{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "test-service2",
+						Namespace: "test",
+					},
+					Spec: v1.ServiceSpec{
+						// No such pod exists in the test namespace
+						Selector: map[string]string{
+							"pod": "Pod2",
+						},
+					},
+				},
+				&v1.Service{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "test-service3",
+						Namespace: "test",
+					},
+					Spec: v1.ServiceSpec{
+						// len(service.Spec.Selector) == 0
+						Selector: map[string]string{},
+					},
+				},
+				&admissionregistrationv1.ValidatingWebhookConfiguration{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      "test-validating-webhook-config",
+						Namespace: "test",
+					},
+					Webhooks: []admissionregistrationv1.ValidatingWebhook{
+						{
+							// Failure: Pointing to an inactive receiver pod
+							Name: "webhook1",
+							ClientConfig: admissionregistrationv1.WebhookClientConfig{
+								Service: &admissionregistrationv1.ServiceReference{
+									Name:      "test-service1",
+									Namespace: "default",
+								},
+							},
+						},
+						{
+							// Failure: No active pods found in the test namespace
+							Name: "webhook2",
+							ClientConfig: admissionregistrationv1.WebhookClientConfig{
+								Service: &admissionregistrationv1.ServiceReference{
+									Name:      "test-service2",
+									Namespace: "test",
+								},
+							},
+						},
+						{
+							Name: "webhook3",
+							ClientConfig: admissionregistrationv1.WebhookClientConfig{
+								Service: &admissionregistrationv1.ServiceReference{
+									Name:      "test-service3",
+									Namespace: "test",
+								},
+							},
+						},
+						{
+							// Failure: Service doesn't exist.
+							Name: "webhook4",
+							ClientConfig: admissionregistrationv1.WebhookClientConfig{
+								Service: &admissionregistrationv1.ServiceReference{
+									Name:      "test-service4-doesn't-exist",
+									Namespace: "test",
+								},
+							},
+						},
+						{
+							// Service is nil.
+							Name:         "webhook5",
+							ClientConfig: admissionregistrationv1.WebhookClientConfig{},
+						},
+					},
+				},
+			),
+		},
+		Context:   context.Background(),
+		Namespace: "default",
+	}
+
+	vwAnalyzer := ValidatingWebhookAnalyzer{}
+	results, err := vwAnalyzer.Analyze(config)
+	require.NoError(t, err)
+
+	// The results should contain: webhook1, webhook2, and webhook4
+	resultsLen := 3
+	require.Equal(t, resultsLen, len(results))
+}
--- a/pkg/cache/cache.go
+++ b/pkg/cache/cache.go
@@ -47,7 +47,7 @@ func ParseCacheConfiguration() (CacheProvider, error) {
 	return cacheInfo, nil
 }

-func NewCacheProvider(cacheType, bucketname, region, storageAccount, containerName, projectId string) (CacheProvider, error) {
+func NewCacheProvider(cacheType, bucketname, region, endpoint, storageAccount, containerName, projectId string, insecure bool) (CacheProvider, error) {
 	cProvider := CacheProvider{}

 	switch {
@@ -61,6 +61,8 @@ func NewCacheProvider(cacheType, bucketname, region, storageAccount, containerNa
 	case cacheType == "s3":
 		cProvider.S3.BucketName = bucketname
 		cProvider.S3.Region = region
+		cProvider.S3.Endpoint = endpoint
+		cProvider.S3.InsecureSkipVerify = insecure
 	default:
 		return CacheProvider{}, status.Error(codes.Internal, fmt.Sprintf("%s is not a valid option", cacheType))
 	}
@@ -93,9 +95,9 @@ func GetCacheConfiguration() (ICache, error) {
 		cache = &FileBasedCache{}
 	}

-	cache.Configure(cacheInfo)
+	err_config := cache.Configure(cacheInfo)

-	return cache, nil
+	return cache, err_config
 }

 func AddRemoteCache(cacheInfo CacheProvider) error {
--- a/pkg/cache/s3_based.go
+++ b/pkg/cache/s3_based.go
@@ -2,7 +2,9 @@ package cache

 import (
 	"bytes"
+	"crypto/tls"
 	"log"
+	"net/http"

 	"github.com/aws/aws-sdk-go/aws"
 	"github.com/aws/aws-sdk-go/aws/session"
@@ -17,17 +19,16 @@ type S3Cache struct {
 }

 type S3CacheConfiguration struct {
-	Region     string `mapstructure:"region" yaml:"region,omitempty"`
-	BucketName string `mapstructure:"bucketname" yaml:"bucketname,omitempty"`
+	Region             string `mapstructure:"region" yaml:"region,omitempty"`
+	BucketName         string `mapstructure:"bucketname" yaml:"bucketname,omitempty"`
+	Endpoint           string `mapstructure:"endpoint" yaml:"endpoint,omitempty"`
+	InsecureSkipVerify bool   `mapstructure:"insecure" yaml:"insecure,omitempty"`
 }

 func (s *S3Cache) Configure(cacheInfo CacheProvider) error {
 	if cacheInfo.S3.BucketName == "" {
 		log.Fatal("Bucket name not configured")
 	}
-	if cacheInfo.S3.Region == "" {
-		log.Fatal("Region not configured")
-	}
 	s.bucketName = cacheInfo.S3.BucketName

 	sess := session.Must(session.NewSessionWithOptions(session.Options{
@@ -36,6 +37,15 @@ func (s *S3Cache) Configure(cacheInfo CacheProvider) error {
 			Region: aws.String(cacheInfo.S3.Region),
 		},
 	}))
+	if cacheInfo.S3.Endpoint != "" {
+		sess.Config.Endpoint = &cacheInfo.S3.Endpoint
+		sess.Config.S3ForcePathStyle = aws.Bool(true)
+		transport := &http.Transport{
+			TLSClientConfig: &tls.Config{InsecureSkipVerify: cacheInfo.S3.InsecureSkipVerify},
+		}
+		customClient := &http.Client{Transport: transport}
+		sess.Config.HTTPClient = customClient
+	}

 	s3Client := s3.New(sess)

@@ -90,9 +100,9 @@ func (s *S3Cache) Load(key string) (string, error) {
 	}

 	buf := new(bytes.Buffer)
-	buf.ReadFrom(result.Body)
+	_, err_read := buf.ReadFrom(result.Body)
 	result.Body.Close()
-	return buf.String(), nil
+	return buf.String(), err_read
 }

 func (s *S3Cache) List() ([]CacheObjectDetails, error) {
--- a/pkg/common/types.go
+++ b/pkg/common/types.go
@@ -20,6 +20,7 @@ import (
 	openapi_v2 "github.com/google/gnostic/openapiv2"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	keda "github.com/kedacore/keda/v2/apis/keda/v1alpha1"
 	regv1 "k8s.io/api/admissionregistration/v1"
 	appsv1 "k8s.io/api/apps/v1"
 	autov1 "k8s.io/api/autoscaling/v1"
@@ -62,6 +63,7 @@ type PreAnalysis struct {
 	Gateway                  gtwapi.Gateway
 	HTTPRoute                gtwapi.HTTPRoute
 	// Integrations
+	ScaledObject             keda.ScaledObject
 	TrivyVulnerabilityReport trivy.VulnerabilityReport
 	TrivyConfigAuditReport   trivy.ConfigAuditReport
 }
--- a/pkg/custom/client.go
+++ b/pkg/custom/client.go
@@ -0,0 +1,57 @@
+package custom
+
+import (
+	rpc "buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go/schema/v1/schemav1grpc"
+	schemav1 "buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go/schema/v1"
+	"context"
+	"fmt"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"google.golang.org/grpc"
+	"google.golang.org/grpc/credentials/insecure"
+)
+
+type Client struct {
+	c              *grpc.ClientConn
+	analyzerClient rpc.AnalyzerServiceClient
+}
+
+func NewClient(c Connection) (*Client, error) {
+
+	conn, err := grpc.Dial(fmt.Sprintf("%s:%s", c.Url, c.Port), grpc.WithTransportCredentials(insecure.NewCredentials()))
+
+	if err != nil {
+		return nil, err
+	}
+	client := rpc.NewAnalyzerServiceClient(conn)
+	return &Client{
+		c:              conn,
+		analyzerClient: client,
+	}, nil
+}
+
+func (cli *Client) Run() (common.Result, error) {
+	var result common.Result
+	req := &schemav1.AnalyzerRunRequest{}
+	res, err := cli.analyzerClient.Run(context.Background(), req)
+	if err != nil {
+		return result, err
+	}
+	if res.Result != nil {
+
+		// We should refactor this, because Error and Failure do not map 1:1 from K8sGPT/schema
+		var errorsFound []common.Failure
+		for _, e := range res.Result.Error {
+			errorsFound = append(errorsFound, common.Failure{
+				Text: e.Text,
+				// TODO: Support sensitive data
+			})
+		}
+
+		result.Name = res.Result.Name
+		result.Kind = res.Result.Kind
+		result.Details = res.Result.Details
+		result.ParentObject = res.Result.ParentObject
+		result.Error = errorsFound
+	}
+	return result, nil
+}
--- a/pkg/custom/types.go
+++ b/pkg/custom/types.go
@@ -0,0 +1,10 @@
+package custom
+
+type Connection struct {
+	Url  string `json:"url"`
+	Port string `json:"port"`
+}
+type CustomAnalyzer struct {
+	Name       string     `json:"name"`
+	Connection Connection `json:"connection"`
+}
--- a/pkg/integration/aws/aws.go
+++ b/pkg/integration/aws/aws.go
@@ -0,0 +1,98 @@
+package aws
+
+import (
+	"os"
+
+	"github.com/aws/aws-sdk-go/aws"
+	"github.com/aws/aws-sdk-go/aws/session"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/spf13/viper"
+)
+
+type AWS struct {
+	sess *session.Session
+}
+
+func (a *AWS) Deploy(namespace string) error {
+
+	return nil
+}
+
+func (a *AWS) UnDeploy(namespace string) error {
+	a.sess = nil
+	return nil
+}
+
+func (a *AWS) AddAnalyzer(mergedMap *map[string]common.IAnalyzer) {
+	// Retrieve AWS credentials from the environment
+	accessKeyID := os.Getenv("AWS_ACCESS_KEY_ID")
+	secretAccessKey := os.Getenv("AWS_SECRET_ACCESS_KEY")
+	awsProfile := os.Getenv("AWS_PROFILE")
+
+	var sess *session.Session
+	if accessKeyID != "" && secretAccessKey != "" {
+		// Use access keys if both are provided
+		sess = session.Must(session.NewSessionWithOptions(session.Options{
+			Config: aws.Config{},
+		}))
+	} else {
+		// Use AWS profile, default to "default" if not set
+		if awsProfile == "" {
+			awsProfile = "default"
+		}
+		sess = session.Must(session.NewSessionWithOptions(session.Options{
+			Profile:           awsProfile,
+			SharedConfigState: session.SharedConfigEnable,
+		}))
+	}
+
+	a.sess = sess
+	(*mergedMap)["EKS"] = &EKSAnalyzer{
+		session: a.sess,
+	}
+}
+
+func (a *AWS) GetAnalyzerName() []string {
+
+	return []string{"EKS"}
+}
+
+func (a *AWS) GetNamespace() (string, error) {
+
+	return "", nil
+}
+
+func (a *AWS) OwnsAnalyzer(s string) bool {
+	for _, az := range a.GetAnalyzerName() {
+		if s == az {
+			return true
+		}
+	}
+	return false
+}
+
+func (a *AWS) isFilterActive() bool {
+	activeFilters := viper.GetStringSlice("active_filters")
+
+	for _, filter := range a.GetAnalyzerName() {
+		for _, af := range activeFilters {
+			if af == filter {
+				return true
+			}
+		}
+	}
+
+	return false
+}
+
+func (a *AWS) IsActivate() bool {
+	if a.isFilterActive() {
+		return true
+	} else {
+		return false
+	}
+}
+
+func NewAWS() *AWS {
+	return &AWS{}
+}
--- a/pkg/integration/aws/eks.go
+++ b/pkg/integration/aws/eks.go
@@ -0,0 +1,80 @@
+package aws
+
+import (
+	"errors"
+	"github.com/spf13/viper"
+	"os"
+	"path/filepath"
+	"strings"
+
+	"github.com/aws/aws-sdk-go/aws/session"
+	"github.com/aws/aws-sdk-go/service/eks"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"k8s.io/client-go/tools/clientcmd"
+)
+
+type EKSAnalyzer struct {
+	session *session.Session
+}
+
+func (e *EKSAnalyzer) Analyze(analysis common.Analyzer) ([]common.Result, error) {
+	var cr []common.Result = []common.Result{}
+	_ = map[string]common.PreAnalysis{}
+	svc := eks.New(e.session)
+	// Get the name of the current cluster
+	var kubeconfig string
+	kubeconfigFromPath := viper.GetString("kubeconfig")
+	if kubeconfigFromPath != "" {
+		kubeconfig = kubeconfigFromPath
+	} else {
+		kubeconfig = filepath.Join(os.Getenv("HOME"), ".kube", "config")
+	}
+	config, err := clientcmd.NewNonInteractiveDeferredLoadingClientConfig(
+		&clientcmd.ClientConfigLoadingRules{ExplicitPath: kubeconfig},
+		&clientcmd.ConfigOverrides{
+			CurrentContext: "",
+		}).RawConfig()
+	if err != nil {
+		return cr, err
+	}
+	currentConfig := config.CurrentContext
+
+	if !strings.Contains(currentConfig, "eks") {
+		return cr, errors.New("EKS cluster was not detected")
+	}
+
+	input := &eks.ListClustersInput{}
+	result, err := svc.ListClusters(input)
+	if err != nil {
+		return cr, err
+	}
+	for _, cluster := range result.Clusters {
+		// describe the cluster
+		if !strings.Contains(currentConfig, *cluster) {
+			continue
+		}
+		input := &eks.DescribeClusterInput{
+			Name: cluster,
+		}
+		result, err := svc.DescribeCluster(input)
+		if err != nil {
+			return cr, err
+		}
+		if len(result.Cluster.Health.Issues) > 0 {
+			for _, issue := range result.Cluster.Health.Issues {
+				err := make([]common.Failure, 0)
+				err = append(err, common.Failure{
+					Text:          issue.String(),
+					KubernetesDoc: "",
+					Sensitive:     nil,
+				})
+				cr = append(cr, common.Result{
+					Kind:  "EKS",
+					Name:  "AWS/EKS",
+					Error: err,
+				})
+			}
+		}
+	}
+	return cr, nil
+}
--- a/pkg/integration/integration.go
+++ b/pkg/integration/integration.go
@@ -17,7 +17,11 @@ import (
 	"errors"
 	"fmt"

+	"github.com/k8sgpt-ai/k8sgpt/pkg/integration/aws"
+
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/integration/keda"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/integration/prometheus"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/integration/trivy"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	"github.com/spf13/viper"
@@ -44,7 +48,10 @@ type Integration struct {
 }

 var integrations = map[string]IIntegration{
-	"trivy": trivy.NewTrivy(),
+	"trivy":      trivy.NewTrivy(),
+	"prometheus": prometheus.NewPrometheus(),
+	"aws":        aws.NewAWS(),
+	"keda":       keda.NewKeda(),
 }

 func NewIntegration() *Integration {
@@ -85,7 +92,7 @@ func (*Integration) Activate(name string, namespace string, activeFilters []stri

 	if !skipInstall {
 		if err := integrations[name].Deploy(namespace); err != nil {
-			return err
+			return fmt.Errorf("failed to deploy %s integration: %w", name, err)
 		}
 	}
 	mergedFilters := activeFilters
@@ -120,7 +127,7 @@ func (*Integration) Deactivate(name string, namespace string) error {
 	}

 	if err := integrations[name].UnDeploy(namespace); err != nil {
-		return err
+		return fmt.Errorf("failed to undeploy %s integration: %w", name, err)
 	}

 	viper.Set("active_filters", activeFilters)
--- a/pkg/integration/integration_test.go
+++ b/pkg/integration/integration_test.go
@@ -0,0 +1,142 @@
+/*
+Copyright 2024 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package integration
+
+import (
+	"os"
+	"testing"
+
+	"github.com/spf13/viper"
+	"github.com/stretchr/testify/require"
+)
+
+func TestAnalyzerByIntegration(t *testing.T) {
+	integration := NewIntegration()
+	_, err := integration.Get("invalid-name")
+	require.ErrorContains(t, err, "integration not found")
+
+	tests := []struct {
+		name         string
+		expectedName string
+		expectedErr  string
+	}{
+		{
+			name:        "random",
+			expectedErr: "analyzerbyintegration: no matches found",
+		},
+		{
+			name:         "PrometheusConfigValidate",
+			expectedName: "prometheus",
+		},
+		{
+			name:         "PrometheusConfigRelabelReport",
+			expectedName: "prometheus",
+		},
+		{
+			name:         "VulnerabilityReport",
+			expectedName: "trivy",
+		},
+		{
+			name:         "ConfigAuditReport",
+			expectedName: "trivy",
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.name, func(t *testing.T) {
+			name, err := integration.AnalyzerByIntegration(tt.name)
+			if tt.expectedErr == "" {
+				require.NoError(t, err)
+				require.Equal(t, tt.expectedName, name)
+			} else {
+				require.ErrorContains(t, err, tt.expectedErr)
+				require.Empty(t, name)
+			}
+		})
+	}
+}
+
+func TestActivate(t *testing.T) {
+	integration := NewIntegration()
+	err := integration.Activate("prometheus", "", []string{}, true)
+	require.ErrorContains(t, err, "error writing config file:")
+
+	err = integration.Deactivate("prometheus", "")
+	require.ErrorContains(t, err, "error writing config file:")
+
+	configFileName := "config.json"
+	_, err = os.CreateTemp("", configFileName)
+	require.NoError(t, err)
+	defer os.Remove(configFileName)
+
+	// Set the configuration file in viper
+	viper.SetConfigType("json")
+	viper.SetConfigFile(configFileName)
+
+	inteNotFoundErr := "integration not found"
+	tests := []struct {
+		name                    string
+		namespace               string
+		activeFilters           []string
+		skipInstall             bool
+		expectedIsActivate      bool
+		expectedActivationErr   string
+		expectedIsActivateError string
+		expectedDeactivationErr string
+	}{
+		{
+			name:                    "invalid integration",
+			expectedActivationErr:   inteNotFoundErr,
+			expectedIsActivateError: inteNotFoundErr,
+			expectedDeactivationErr: inteNotFoundErr,
+		},
+		{
+			name:               "prometheus",
+			skipInstall:        true,
+			expectedIsActivate: true,
+		},
+		{
+			name:                    "trivy",
+			skipInstall:             false,
+			expectedActivationErr:   "failed to deploy trivy integration:",
+			expectedDeactivationErr: "failed to undeploy trivy integration:",
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.name, func(t *testing.T) {
+			err := integration.Activate(tt.name, tt.namespace, tt.activeFilters, tt.skipInstall)
+			if tt.expectedActivationErr == "" {
+				require.NoError(t, err)
+			} else {
+				require.ErrorContains(t, err, tt.expectedActivationErr)
+			}
+
+			ok, err := integration.IsActivate(tt.name)
+			if tt.expectedIsActivateError == "" {
+				require.NoError(t, err)
+				require.Equal(t, tt.expectedIsActivate, ok)
+			} else {
+				require.ErrorContains(t, err, tt.expectedIsActivateError)
+			}
+
+			err = integration.Deactivate(tt.name, tt.namespace)
+			if tt.expectedDeactivationErr == "" {
+				require.NoError(t, err)
+			} else {
+				require.ErrorContains(t, err, tt.expectedDeactivationErr)
+			}
+		})
+	}
+}
--- a/pkg/integration/keda/keda.go
+++ b/pkg/integration/keda/keda.go
@@ -0,0 +1,229 @@
+package keda
+
+import (
+	"context"
+	"fmt"
+	"os"
+
+	"google.golang.org/grpc/codes"
+	"google.golang.org/grpc/status"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/kedacore/keda/v2/pkg/generated/clientset/versioned/typed/keda/v1alpha1"
+	helmclient "github.com/mittwald/go-helm-client"
+	"github.com/spf13/viper"
+	"helm.sh/helm/v3/pkg/repo"
+)
+
+var (
+	Repo          = getEnv("KEDA_REPO", "https://kedacore.github.io/charts")
+	Version       = getEnv("KEDA_VERSION", "2.11.2")
+	ChartName     = getEnv("KEDA_CHART_NAME", "keda")
+	RepoShortName = getEnv("KEDA_REPO_SHORT_NAME", "keda")
+	ReleaseName   = getEnv("KEDA_RELEASE_NAME", "keda-k8sgpt")
+)
+
+type Keda struct {
+	helm helmclient.Client
+}
+
+func getEnv(key, defaultValue string) string {
+	value := os.Getenv(key)
+	if value == "" {
+		return defaultValue
+	}
+	return value
+}
+
+func NewKeda() *Keda {
+	helmClient, err := helmclient.New(&helmclient.Options{})
+	if err != nil {
+		panic(err)
+	}
+	return &Keda{
+		helm: helmClient,
+	}
+}
+
+func (k *Keda) Deploy(namespace string) error {
+	// Add the repository
+	chartRepo := repo.Entry{
+		Name: RepoShortName,
+		URL:  Repo,
+	}
+	// Add a chart-repository to the client.
+	if err := k.helm.AddOrUpdateChartRepo(chartRepo); err != nil {
+		panic(err)
+	}
+
+	chartSpec := helmclient.ChartSpec{
+		ReleaseName: ReleaseName,
+		ChartName:   fmt.Sprintf("%s/%s", RepoShortName, ChartName),
+		Namespace:   namespace,
+
+		//TODO: All of this should be configurable
+		UpgradeCRDs:     true,
+		Wait:            false,
+		Timeout:         300,
+		CreateNamespace: true,
+	}
+
+	// Install a chart release.
+	// Note that helmclient.Options.Namespace should ideally match the namespace in chartSpec.Namespace.
+	if _, err := k.helm.InstallOrUpgradeChart(context.Background(), &chartSpec, nil); err != nil {
+		return err
+	}
+
+	return nil
+}
+
+func (k *Keda) UnDeploy(namespace string) error {
+	kubecontext := viper.GetString("kubecontext")
+	kubeconfig := viper.GetString("kubeconfig")
+	client, err := kubernetes.NewClient(kubecontext, kubeconfig)
+	if err != nil {
+		// TODO: better error handling
+		color.Red("Error initialising kubernetes client: %v", err)
+		os.Exit(1)
+	}
+
+	kedaNamespace, _ := k.GetNamespace()
+	color.Blue(fmt.Sprintf("Keda namespace: %s\n", kedaNamespace))
+
+	kClient, _ := v1alpha1.NewForConfig(client.Config)
+
+	scaledObjectList, _ := kClient.ScaledObjects("").List(context.Background(), v1.ListOptions{})
+	scaledJobList, _ := kClient.ScaledJobs("").List(context.Background(), v1.ListOptions{})
+	triggerAuthenticationList, _ := kClient.TriggerAuthentications("").List(context.Background(), v1.ListOptions{})
+	clusterTriggerAuthenticationsList, _ := kClient.ClusterTriggerAuthentications().List(context.Background(), v1.ListOptions{})
+
+	// Before uninstalling the Helm chart, we need to delete Keda resources
+	for _, scaledObject := range scaledObjectList.Items {
+		err := kClient.ScaledObjects(scaledObject.Namespace).Delete(context.Background(), scaledObject.Name, v1.DeleteOptions{})
+		if err != nil {
+			fmt.Printf("Error deleting scaledObject %s: %v\n", scaledObject.Name, err)
+		} else {
+			fmt.Printf("Deleted scaledObject %s in namespace %s\n", scaledObject.Name, scaledObject.Namespace)
+		}
+	}
+
+	for _, scaledJob := range scaledJobList.Items {
+		err := kClient.ScaledJobs(scaledJob.Namespace).Delete(context.Background(), scaledJob.Name, v1.DeleteOptions{})
+		if err != nil {
+			fmt.Printf("Error deleting scaledJob %s: %v\n", scaledJob.Name, err)
+		} else {
+			fmt.Printf("Deleted scaledJob %s in namespace %s\n", scaledJob.Name, scaledJob.Namespace)
+		}
+	}
+
+	for _, triggerAuthentication := range triggerAuthenticationList.Items {
+		err := kClient.TriggerAuthentications(triggerAuthentication.Namespace).Delete(context.Background(), triggerAuthentication.Name, v1.DeleteOptions{})
+		if err != nil {
+			fmt.Printf("Error deleting triggerAuthentication %s: %v\n", triggerAuthentication.Name, err)
+		} else {
+			fmt.Printf("Deleted triggerAuthentication %s in namespace %s\n", triggerAuthentication.Name, triggerAuthentication.Namespace)
+		}
+	}
+
+	for _, clusterTriggerAuthentication := range clusterTriggerAuthenticationsList.Items {
+		err := kClient.ClusterTriggerAuthentications().Delete(context.Background(), clusterTriggerAuthentication.Name, v1.DeleteOptions{})
+		if err != nil {
+			fmt.Printf("Error deleting clusterTriggerAuthentication %s: %v\n", clusterTriggerAuthentication.Name, err)
+		} else {
+			fmt.Printf("Deleted clusterTriggerAuthentication %s\n", clusterTriggerAuthentication.Name)
+		}
+	}
+
+	chartSpec := helmclient.ChartSpec{
+		ReleaseName: ReleaseName,
+		ChartName:   fmt.Sprintf("%s/%s", RepoShortName, ChartName),
+		Namespace:   namespace,
+		UpgradeCRDs: true,
+		Wait:        false,
+		Timeout:     300,
+	}
+	// Uninstall the chart release.
+	// Note that helmclient.Options.Namespace should ideally match the namespace in chartSpec.Namespace.
+	if err := k.helm.UninstallRelease(&chartSpec); err != nil {
+		return err
+	}
+	return nil
+}
+
+func (k *Keda) AddAnalyzer(mergedMap *map[string]common.IAnalyzer) {
+	(*mergedMap)["ScaledObject"] = &ScaledObjectAnalyzer{}
+}
+
+func (k *Keda) GetAnalyzerName() []string {
+	return []string{
+		"ScaledObject",
+	}
+}
+
+func (k *Keda) GetNamespace() (string, error) {
+	releases, err := k.helm.ListDeployedReleases()
+	if err != nil {
+		return "", err
+	}
+	for _, rel := range releases {
+		if rel.Name == ReleaseName {
+			return rel.Namespace, nil
+		}
+	}
+	return "", status.Error(codes.NotFound, "keda release not found")
+}
+
+func (k *Keda) OwnsAnalyzer(analyzer string) bool {
+	for _, a := range k.GetAnalyzerName() {
+		if analyzer == a {
+			return true
+		}
+	}
+	return false
+}
+
+func (k *Keda) isFilterActive() bool {
+	activeFilters := viper.GetStringSlice("active_filters")
+
+	for _, filter := range k.GetAnalyzerName() {
+		for _, af := range activeFilters {
+			if af == filter {
+				return true
+			}
+		}
+	}
+
+	return false
+}
+
+func (k *Keda) isDeployed() bool {
+	kubecontext := viper.GetString("kubecontext")
+	kubeconfig := viper.GetString("kubeconfig")
+	client, err := kubernetes.NewClient(kubecontext, kubeconfig)
+	if err != nil {
+		// TODO: better error handling
+		color.Red("Error initialising kubernetes client: %v", err)
+		os.Exit(1)
+	}
+	groups, _, err := client.Client.Discovery().ServerGroupsAndResources()
+	if err != nil {
+		// TODO: better error handling
+		color.Red("Error initialising discovery client: %v", err)
+		os.Exit(1)
+	}
+
+	for _, group := range groups {
+		if group.Name == "keda.sh" {
+			return true
+		}
+	}
+
+	return false
+}
+
+func (k *Keda) IsActivate() bool {
+	return k.isFilterActive() && k.isDeployed()
+}
--- a/pkg/integration/keda/scaledobject_analyzer.go
+++ b/pkg/integration/keda/scaledobject_analyzer.go
@@ -0,0 +1,193 @@
+package keda
+
+import (
+	"fmt"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	kedaSchema "github.com/kedacore/keda/v2/apis/keda/v1alpha1"
+	"github.com/kedacore/keda/v2/pkg/generated/clientset/versioned/typed/keda/v1alpha1"
+	appsv1 "k8s.io/api/apps/v1"
+	corev1 "k8s.io/api/core/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+)
+
+type ScaledObjectAnalyzer struct{}
+
+func (s *ScaledObjectAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
+	kClient, _ := v1alpha1.NewForConfig(a.Client.GetConfig())
+	kind := "ScaledObject"
+
+	apiDoc := kubernetes.K8sApiReference{
+		Kind:          kind,
+		ApiVersion:    kedaSchema.GroupVersion,
+		OpenapiSchema: a.OpenapiSchema,
+	}
+
+	list, err := kClient.ScaledObjects(a.Namespace).List(a.Context, metav1.ListOptions{})
+	if err != nil {
+		return nil, err
+	}
+
+	var preAnalysis = map[string]common.PreAnalysis{}
+
+	for _, so := range list.Items {
+		var failures []common.Failure
+
+		scaleTargetRef := so.Spec.ScaleTargetRef
+		if scaleTargetRef.Kind == "" {
+			scaleTargetRef.Kind = "Deployment"
+		}
+
+		var podInfo PodInfo
+
+		switch scaleTargetRef.Kind {
+		case "Deployment":
+			deployment, err := a.Client.GetClient().AppsV1().Deployments(so.Namespace).Get(a.Context, scaleTargetRef.Name, metav1.GetOptions{})
+			if err == nil {
+				podInfo = DeploymentInfo{deployment}
+			}
+		case "ReplicationController":
+			rc, err := a.Client.GetClient().CoreV1().ReplicationControllers(so.Namespace).Get(a.Context, scaleTargetRef.Name, metav1.GetOptions{})
+			if err == nil {
+				podInfo = ReplicationControllerInfo{rc}
+			}
+		case "ReplicaSet":
+			rs, err := a.Client.GetClient().AppsV1().ReplicaSets(so.Namespace).Get(a.Context, scaleTargetRef.Name, metav1.GetOptions{})
+			if err == nil {
+				podInfo = ReplicaSetInfo{rs}
+			}
+		case "StatefulSet":
+			ss, err := a.Client.GetClient().AppsV1().StatefulSets(so.Namespace).Get(a.Context, scaleTargetRef.Name, metav1.GetOptions{})
+			if err == nil {
+				podInfo = StatefulSetInfo{ss}
+			}
+		default:
+			failures = append(failures, common.Failure{
+				Text:      fmt.Sprintf("ScaledObject uses %s as ScaleTargetRef which is not an option.", scaleTargetRef.Kind),
+				Sensitive: []common.Sensitive{},
+			})
+		}
+
+		if podInfo == nil {
+			doc := apiDoc.GetApiDocV2("spec.scaleTargetRef")
+
+			failures = append(failures, common.Failure{
+				Text:          fmt.Sprintf("ScaledObject uses %s/%s as ScaleTargetRef which does not exist.", scaleTargetRef.Kind, scaleTargetRef.Name),
+				KubernetesDoc: doc,
+				Sensitive: []common.Sensitive{
+					{
+						Unmasked: scaleTargetRef.Name,
+						Masked:   util.MaskString(scaleTargetRef.Name),
+					},
+				},
+			})
+		} else {
+			containers := len(podInfo.GetPodSpec().Containers)
+			for _, container := range podInfo.GetPodSpec().Containers {
+				for _, trigger := range so.Spec.Triggers {
+					if trigger.Type == "cpu" || trigger.Type == "memory" {
+						if container.Resources.Requests == nil || container.Resources.Limits == nil {
+							containers--
+							break
+						}
+					}
+				}
+			}
+
+			if containers <= 0 {
+				doc := apiDoc.GetApiDocV2("spec.scaleTargetRef.kind")
+
+				failures = append(failures, common.Failure{
+					Text:          fmt.Sprintf("%s %s/%s does not have resource configured.", scaleTargetRef.Kind, so.Namespace, scaleTargetRef.Name),
+					KubernetesDoc: doc,
+					Sensitive: []common.Sensitive{
+						{
+							Unmasked: scaleTargetRef.Name,
+							Masked:   util.MaskString(scaleTargetRef.Name),
+						},
+					},
+				})
+			}
+
+			evt, err := util.FetchLatestEvent(a.Context, a.Client, so.Namespace, so.Name)
+			if err != nil || evt == nil {
+				continue
+			}
+
+			if evt.Type != "Normal" {
+				failures = append(failures, common.Failure{
+					Text: evt.Message,
+					Sensitive: []common.Sensitive{
+						{
+							Unmasked: scaleTargetRef.Name,
+							Masked:   util.MaskString(scaleTargetRef.Name),
+						},
+					},
+				})
+			}
+		}
+
+		if len(failures) > 0 {
+			preAnalysis[fmt.Sprintf("%s/%s", so.Namespace, so.Name)] = common.PreAnalysis{
+				ScaledObject:   so,
+				FailureDetails: failures,
+			}
+		}
+	}
+
+	for key, value := range preAnalysis {
+		var currentAnalysis = common.Result{
+			Kind:  kind,
+			Name:  key,
+			Error: value.FailureDetails,
+		}
+
+		parent, _ := util.GetParent(a.Client, value.ScaledObject.ObjectMeta)
+		currentAnalysis.ParentObject = parent
+		a.Results = append(a.Results, currentAnalysis)
+	}
+
+	return a.Results, nil
+}
+
+type PodInfo interface {
+	GetPodSpec() corev1.PodSpec
+}
+
+type DeploymentInfo struct {
+	*appsv1.Deployment
+}
+
+func (d DeploymentInfo) GetPodSpec() corev1.PodSpec {
+	return d.Spec.Template.Spec
+}
+
+// define a structure for ReplicationController
+type ReplicationControllerInfo struct {
+	*corev1.ReplicationController
+}
+
+func (rc ReplicationControllerInfo) GetPodSpec() corev1.PodSpec {
+	return rc.Spec.Template.Spec
+}
+
+// define a structure for ReplicaSet
+type ReplicaSetInfo struct {
+	*appsv1.ReplicaSet
+}
+
+func (rs ReplicaSetInfo) GetPodSpec() corev1.PodSpec {
+	return rs.Spec.Template.Spec
+}
+
+// define a structure for StatefulSet
+type StatefulSetInfo struct {
+	*appsv1.StatefulSet
+}
+
+// implement PodInfo for StatefulSetInfo
+func (ss StatefulSetInfo) GetPodSpec() corev1.PodSpec {
+	return ss.Spec.Template.Spec
+}
--- a/pkg/integration/prometheus/config_analyzer.go
+++ b/pkg/integration/prometheus/config_analyzer.go
@@ -0,0 +1,290 @@
+package prometheus
+
+import (
+	"bytes"
+	"compress/gzip"
+	"context"
+	"errors"
+	"fmt"
+	"io"
+	"net/http"
+	"path/filepath"
+	"strings"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	promconfig "github.com/prometheus/prometheus/config"
+	yaml "gopkg.in/yaml.v2"
+	corev1 "k8s.io/api/core/v1"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/kubernetes"
+)
+
+const (
+	prometheusContainerName     = "prometheus"
+	configReloaderContainerName = "config-reloader"
+	prometheusConfigFlag        = "--config.file="
+	configReloaderConfigFlag    = "--config-file="
+)
+
+var prometheusPodLabels = map[string]string{
+	"app":                    "prometheus",
+	"app.kubernetes.io/name": "prometheus",
+}
+
+type ConfigAnalyzer struct {
+}
+
+// podConfig groups a specific pod with the Prometheus configuration and any
+// other state used for informing the common.Result.
+type podConfig struct {
+	b   []byte
+	pod *corev1.Pod
+}
+
+func (c *ConfigAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
+	ctx := a.Context
+	client := a.Client.GetClient()
+	namespace := a.Namespace
+	kind := ConfigValidate
+
+	podConfigs, err := findPrometheusPodConfigs(ctx, client, namespace)
+	if err != nil {
+		return nil, err
+	}
+
+	var preAnalysis = map[string]common.PreAnalysis{}
+	for _, pc := range podConfigs {
+		var failures []common.Failure
+		pod := pc.pod
+
+		// Check upstream validation.
+		// The Prometheus configuration structs do not generally have validation
+		// methods and embed their validation logic in the UnmarshalYAML methods.
+		config, err := unmarshalPromConfigBytes(pc.b)
+		if err != nil {
+			failures = append(failures, common.Failure{
+				Text: fmt.Sprintf("error validating Prometheus YAML configuration: %s", err),
+			})
+		}
+		_, err = yaml.Marshal(config)
+		if err != nil {
+			failures = append(failures, common.Failure{
+				Text: fmt.Sprintf("error validating Prometheus struct configuration: %s", err),
+			})
+		}
+
+		// Check for empty scrape config.
+		if len(config.ScrapeConfigs) == 0 {
+			failures = append(failures, common.Failure{
+				Text: "no scrape configurations. Prometheus will not scrape any metrics.",
+			})
+		}
+
+		if len(failures) > 0 {
+			preAnalysis[fmt.Sprintf("%s/%s", pod.Namespace, pod.Name)] = common.PreAnalysis{
+				Pod:            *pod,
+				FailureDetails: failures,
+			}
+		}
+	}
+
+	for key, value := range preAnalysis {
+		var currentAnalysis = common.Result{
+			Kind:  kind,
+			Name:  key,
+			Error: value.FailureDetails,
+		}
+		parent, _ := util.GetParent(a.Client, value.Pod.ObjectMeta)
+		currentAnalysis.ParentObject = parent
+		a.Results = append(a.Results, currentAnalysis)
+	}
+
+	return a.Results, nil
+}
+
+func configKey(namespace string, volume *corev1.Volume) (string, error) {
+	if volume.ConfigMap != nil {
+		return fmt.Sprintf("configmap/%s/%s", namespace, volume.ConfigMap.Name), nil
+	} else if volume.Secret != nil {
+		return fmt.Sprintf("secret/%s/%s", namespace, volume.Secret.SecretName), nil
+	} else {
+		return "", errors.New("volume format must be ConfigMap or Secret")
+	}
+}
+
+func findPrometheusPodConfigs(ctx context.Context, client kubernetes.Interface, namespace string) ([]podConfig, error) {
+	var configs []podConfig
+	pods, err := findPrometheusPods(ctx, client, namespace)
+	if err != nil {
+		return nil, err
+	}
+	var configCache = make(map[string]bool)
+
+	for _, pod := range pods {
+		// Extract volume of Prometheus config.
+		volume, key, err := findPrometheusConfigVolumeAndKey(ctx, client, &pod)
+		if err != nil {
+			return nil, err
+		}
+
+		// See if we processed it already; if so, don't process again.
+		ck, err := configKey(pod.Namespace, volume)
+		if err != nil {
+			return nil, err
+		}
+		_, ok := configCache[ck]
+		if ok {
+			continue
+		}
+		configCache[ck] = true
+
+		// Extract Prometheus config bytes from volume.
+		b, err := extractPrometheusConfigFromVolume(ctx, client, volume, pod.Namespace, key)
+		if err != nil {
+			return nil, err
+		}
+		configs = append(configs, podConfig{
+			pod: &pod,
+			b:   b,
+		})
+	}
+
+	return configs, nil
+}
+
+func findPrometheusPods(ctx context.Context, client kubernetes.Interface, namespace string) ([]corev1.Pod, error) {
+	var proms []corev1.Pod
+	for k, v := range prometheusPodLabels {
+		pods, err := util.GetPodListByLabels(client, namespace, map[string]string{
+			k: v,
+		})
+		if err != nil {
+			return nil, err
+		}
+		proms = append(proms, pods.Items...)
+	}
+
+	// If we still haven't found any Prometheus pods, make a last-ditch effort to
+	// scrape the namespace for "prometheus" containers.
+	if len(proms) == 0 {
+		pods, err := client.CoreV1().Pods(namespace).List(ctx, v1.ListOptions{})
+		if err != nil {
+			return nil, err
+		}
+		for _, pod := range pods.Items {
+			for _, c := range pod.Spec.Containers {
+				if c.Name == prometheusContainerName {
+					proms = append(proms, pod)
+				}
+			}
+		}
+	}
+	return proms, nil
+}
+
+func findPrometheusConfigPath(ctx context.Context, client kubernetes.Interface, pod *corev1.Pod) (string, error) {
+	var path string
+	var err error
+	for _, container := range pod.Spec.Containers {
+		for _, arg := range container.Args {
+			// Prefer the config-reloader container config file as it normally
+			// references the ConfigMap or Secret volume mount.
+			// Fallback to the prometheus container if that's not found.
+			if strings.HasPrefix(arg, prometheusConfigFlag) {
+				path = strings.TrimPrefix(arg, prometheusConfigFlag)
+			}
+			if strings.HasPrefix(arg, configReloaderConfigFlag) {
+				path = strings.TrimPrefix(arg, configReloaderConfigFlag)
+			}
+		}
+		if container.Name == configReloaderContainerName {
+			return path, nil
+		}
+	}
+	if path == "" {
+		err = fmt.Errorf("prometheus config path not found in pod: %s", pod.Name)
+	}
+	return path, err
+}
+
+func findPrometheusConfigVolumeAndKey(ctx context.Context, client kubernetes.Interface, pod *corev1.Pod) (*corev1.Volume, string, error) {
+	path, err := findPrometheusConfigPath(ctx, client, pod)
+	if err != nil {
+		return nil, "", err
+	}
+
+	// Find the volumeMount the config path is pointing to.
+	var volumeName = ""
+	for _, container := range pod.Spec.Containers {
+		for _, vm := range container.VolumeMounts {
+			if strings.HasPrefix(path, vm.MountPath) {
+				volumeName = vm.Name
+				break
+			}
+		}
+	}
+
+	// Get the actual Volume from the name.
+	for _, volume := range pod.Spec.Volumes {
+		if volume.Name == volumeName {
+			return &volume, filepath.Base(path), nil
+		}
+	}
+
+	return nil, "", errors.New("volume for Prometheus config not found")
+}
+
+func extractPrometheusConfigFromVolume(ctx context.Context, client kubernetes.Interface, volume *corev1.Volume, namespace, key string) ([]byte, error) {
+	var b []byte
+	var ok bool
+	// Check for Secret volume.
+	if vs := volume.Secret; vs != nil {
+		s, err := client.CoreV1().Secrets(namespace).Get(ctx, vs.SecretName, v1.GetOptions{})
+		if err != nil {
+			return nil, err
+		}
+		b, ok = s.Data[key]
+		if !ok {
+			return nil, fmt.Errorf("unable to find file key in secret: %s", key)
+		}
+	}
+	// Check for ConfigMap volume.
+	if vcm := volume.ConfigMap; vcm != nil {
+		cm, err := client.CoreV1().ConfigMaps(namespace).Get(ctx, vcm.Name, v1.GetOptions{})
+		if err != nil {
+			return nil, err
+		}
+		s, ok := cm.Data[key]
+		b = []byte(s)
+		if !ok {
+			return nil, fmt.Errorf("unable to find file key in configmap: %s", key)
+		}
+	}
+	return b, nil
+}
+
+func unmarshalPromConfigBytes(b []byte) (*promconfig.Config, error) {
+	var config promconfig.Config
+	// Unmarshal the data into a Prometheus config.
+	if err := yaml.Unmarshal(b, &config); err == nil {
+		return &config, nil
+		// If there were errors, try gunziping the data.
+	} else if content := http.DetectContentType(b); content == "application/x-gzip" {
+		r, err := gzip.NewReader(bytes.NewBuffer(b))
+		if err != nil {
+			return &config, err
+		}
+		gunzipBytes, err := io.ReadAll(r)
+		if err != nil {
+			return &config, err
+		}
+		err = yaml.Unmarshal(gunzipBytes, &config)
+		if err != nil {
+			return nil, err
+		}
+		return &config, nil
+	} else {
+		return &config, err
+	}
+}
--- a/pkg/integration/prometheus/prometheus.go
+++ b/pkg/integration/prometheus/prometheus.go
@@ -0,0 +1,105 @@
+package prometheus
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"os"
+
+	"github.com/fatih/color"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/spf13/viper"
+)
+
+const (
+	ConfigValidate = "PrometheusConfigValidate"
+	ConfigRelabel  = "PrometheusConfigRelabelReport"
+)
+
+type Prometheus struct {
+}
+
+func NewPrometheus() *Prometheus {
+	return &Prometheus{}
+}
+
+func (p *Prometheus) Deploy(namespace string) error {
+	// no-op
+	color.Green("Activating prometheus integration...")
+	// TODO(pintohutch): add timeout or inherit an upstream context
+	// for better signal management.
+	ctx := context.Background()
+	kubecontext := viper.GetString("kubecontext")
+	kubeconfig := viper.GetString("kubeconfig")
+	client, err := kubernetes.NewClient(kubecontext, kubeconfig)
+	if err != nil {
+		color.Red("Error initialising kubernetes client: %v", err)
+		os.Exit(1)
+	}
+
+	// We just care about existing deployments.
+	// Try and find Prometheus configurations in the cluster using the provided namespace.
+	//
+	// Note: We could cache this state and inject it into the various analyzers
+	// to save additional parsing later.
+	// However, the state of the cluster can change from activation to analysis,
+	// so we would want to run this again on each analyze call anyway.
+	//
+	// One consequence of this is one can run `activate` in one namespace
+	// and run `analyze` in another, without issues, as long as Prometheus
+	// is found in both.
+	// We accept this as a trade-off for the time-being to avoid having the tool
+	// manage Prometheus on the behalf of users.
+	podConfigs, err := findPrometheusPodConfigs(ctx, client.GetClient(), namespace)
+	if err != nil {
+		color.Red("Error discovering Prometheus worklads: %v", err)
+		os.Exit(1)
+	}
+	if len(podConfigs) == 0 {
+		color.Yellow(fmt.Sprintf(`Prometheus installation not found in namespace: %s.
+		Please ensure Prometheus is deployed to analyze.`, namespace))
+		return errors.New("no prometheus installation found")
+	}
+	// Prime state of the analyzer so
+	color.Green("Found existing installation")
+	return nil
+}
+
+func (p *Prometheus) UnDeploy(_ string) error {
+	// no-op
+	// We just care about existing deployments.
+	color.Yellow("Integration will leave Prometheus resources deployed. This is an effective no-op in the cluster.")
+	return nil
+}
+
+func (p *Prometheus) AddAnalyzer(mergedMap *map[string]common.IAnalyzer) {
+	(*mergedMap)[ConfigValidate] = &ConfigAnalyzer{}
+	(*mergedMap)[ConfigRelabel] = &RelabelAnalyzer{}
+}
+
+func (p *Prometheus) GetAnalyzerName() []string {
+	return []string{ConfigValidate, ConfigRelabel}
+}
+
+func (p *Prometheus) GetNamespace() (string, error) {
+	return "", nil
+}
+
+func (p *Prometheus) OwnsAnalyzer(analyzer string) bool {
+	return (analyzer == ConfigValidate) || (analyzer == ConfigRelabel)
+}
+
+func (t *Prometheus) IsActivate() bool {
+	activeFilters := viper.GetStringSlice("active_filters")
+
+	for _, filter := range t.GetAnalyzerName() {
+		for _, af := range activeFilters {
+			if af == filter {
+				return true
+			}
+		}
+	}
+
+	return false
+}
--- a/pkg/integration/prometheus/relabel_analyzer.go
+++ b/pkg/integration/prometheus/relabel_analyzer.go
@@ -0,0 +1,85 @@
+package prometheus
+
+import (
+	"fmt"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
+	discoverykube "github.com/prometheus/prometheus/discovery/kubernetes"
+	"gopkg.in/yaml.v2"
+)
+
+type RelabelAnalyzer struct {
+}
+
+func (r *RelabelAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
+	ctx := a.Context
+	client := a.Client.GetClient()
+	namespace := a.Namespace
+	kind := ConfigRelabel
+
+	podConfigs, err := findPrometheusPodConfigs(ctx, client, namespace)
+	if err != nil {
+		return nil, err
+	}
+
+	var preAnalysis = map[string]common.PreAnalysis{}
+	for _, pc := range podConfigs {
+		var failures []common.Failure
+		pod := pc.pod
+
+		// Check upstream validation.
+		// The Prometheus configuration structs do not generally have validation
+		// methods and embed their validation logic in the UnmarshalYAML methods.
+		config, _ := unmarshalPromConfigBytes(pc.b)
+		// Limit output for brevity.
+		limit := 6
+		i := 0
+		for _, sc := range config.ScrapeConfigs {
+			if i == limit {
+				break
+			}
+			if sc == nil {
+				continue
+			}
+			brc, _ := yaml.Marshal(sc.RelabelConfigs)
+			var bsd []byte
+			for _, cfg := range sc.ServiceDiscoveryConfigs {
+				ks, ok := cfg.(*discoverykube.SDConfig)
+				if !ok {
+					continue
+				}
+				bsd, _ = yaml.Marshal(ks)
+			}
+			// Don't bother with relabel analysis if the scrape config
+			// or service discovery config are empty.
+			if len(brc) == 0 || len(bsd) == 0 {
+				continue
+			}
+			failures = append(failures, common.Failure{
+				Text: fmt.Sprintf("job_name:\n%s\nrelabel_configs:\n%s\nkubernetes_sd_configs:\n%s\n", sc.JobName, string(brc), string(bsd)),
+			})
+			i++
+		}
+
+		if len(failures) > 0 {
+			preAnalysis[fmt.Sprintf("%s/%s", pod.Namespace, pod.Name)] = common.PreAnalysis{
+				Pod:            *pod,
+				FailureDetails: failures,
+			}
+		}
+	}
+
+	for key, value := range preAnalysis {
+		var currentAnalysis = common.Result{
+			Kind:  kind,
+			Name:  key,
+			Error: value.FailureDetails,
+		}
+		parent, _ := util.GetParent(a.Client, value.Pod.ObjectMeta)
+		currentAnalysis.ParentObject = parent
+		a.Results = append(a.Results, currentAnalysis)
+	}
+
+	return a.Results, nil
+}
--- a/pkg/integration/trivy/analyzer.go
+++ b/pkg/integration/trivy/analyzer.go
@@ -15,9 +15,10 @@ package trivy

 import (
 	"fmt"
-	ctrl "sigs.k8s.io/controller-runtime/pkg/client"
 	"strings"

+	ctrl "sigs.k8s.io/controller-runtime/pkg/client"
+
 	"github.com/aquasecurity/trivy-operator/pkg/apis/aquasecurity/v1alpha1"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
@@ -33,7 +34,10 @@ func (TrivyAnalyzer) analyzeVulnerabilityReports(a common.Analyzer) ([]common.Re
 	result := &v1alpha1.VulnerabilityReportList{}

 	client := a.Client.CtrlClient
-	v1alpha1.AddToScheme(client.Scheme())
+	err := v1alpha1.AddToScheme(client.Scheme())
+	if err != nil {
+		return nil, err
+	}
 	if err := client.List(a.Context, result, &ctrl.ListOptions{}); err != nil {
 		return nil, err
 	}
@@ -56,8 +60,8 @@ func (TrivyAnalyzer) analyzeVulnerabilityReports(a common.Analyzer) ([]common.Re
 			}
 		}
 		if len(failures) > 0 {
-			preAnalysis[fmt.Sprintf("%s/%s", report.Labels["trivy-operator.resource.namespace"],
-				report.Labels["trivy-operator.resource.name"])] = common.PreAnalysis{
+			preAnalysis[fmt.Sprintf("%s/%s", report.Namespace,
+				report.Name)] = common.PreAnalysis{
 				TrivyVulnerabilityReport: report,
 				FailureDetails:           failures,
 			}
@@ -85,7 +89,10 @@ func (t TrivyAnalyzer) analyzeConfigAuditReports(a common.Analyzer) ([]common.Re
 	result := &v1alpha1.ConfigAuditReportList{}

 	client := a.Client.CtrlClient
-	v1alpha1.AddToScheme(client.Scheme())
+	err := v1alpha1.AddToScheme(client.Scheme())
+	if err != nil {
+		return nil, err
+	}
 	if err := client.List(a.Context, result, &ctrl.ListOptions{}); err != nil {
 		return nil, err
 	}
@@ -116,8 +123,8 @@ func (t TrivyAnalyzer) analyzeConfigAuditReports(a common.Analyzer) ([]common.Re
 		}

 		if len(failures) > 0 {
-			preAnalysis[fmt.Sprintf("%s/%s", report.Labels["trivy-operator.resource.namespace"],
-				report.Labels["trivy-operator.resource.name"])] = common.PreAnalysis{
+			preAnalysis[fmt.Sprintf("%s/%s", report.Namespace,
+				report.Name)] = common.PreAnalysis{
 				TrivyConfigAuditReport: report,
 				FailureDetails:         failures,
 			}
--- a/pkg/kubernetes/apireference_test.go
+++ b/pkg/kubernetes/apireference_test.go
@@ -0,0 +1,106 @@
+/*
+Copyright 2024 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package kubernetes
+
+import (
+	"testing"
+
+	openapi_v2 "github.com/google/gnostic/openapiv2"
+	"github.com/stretchr/testify/require"
+	"k8s.io/apimachinery/pkg/runtime/schema"
+)
+
+func TestGetApiDocV2(t *testing.T) {
+	k8s := &K8sApiReference{
+		ApiVersion: schema.GroupVersion{
+			Group:   "group.v1",
+			Version: "v1",
+		},
+		OpenapiSchema: &openapi_v2.Document{
+			Definitions: &openapi_v2.Definitions{
+				AdditionalProperties: []*openapi_v2.NamedSchema{
+					{
+						Name: "group.v1.kind",
+						Value: &openapi_v2.Schema{
+							Title: "test",
+							Properties: &openapi_v2.Properties{
+								AdditionalProperties: []*openapi_v2.NamedSchema{
+									{
+										Name: "schema1",
+										Value: &openapi_v2.Schema{
+											Title:       "test",
+											Description: "schema1 description",
+											Type: &openapi_v2.TypeItem{
+												Value: []string{"string"},
+											},
+										},
+									},
+									{
+										Name: "schema2",
+										Value: &openapi_v2.Schema{
+											Items: &openapi_v2.ItemsItem{
+												Schema: []*openapi_v2.Schema{
+													{
+														Title: "random-schema",
+													},
+												},
+											},
+											Title:       "test",
+											XRef:        "xref",
+											Description: "schema2 description",
+											Type: &openapi_v2.TypeItem{
+												Value: []string{"bool"},
+											},
+										},
+									},
+								},
+							},
+						},
+					},
+					{
+						Name: "group",
+					},
+				},
+			},
+		},
+		Kind: "kind",
+	}
+
+	tests := []struct {
+		name           string
+		field          string
+		expectedOutput string
+	}{
+		{
+			name: "empty field",
+		},
+		{
+			name:           "2 schemas",
+			field:          "schema2.schema1",
+			expectedOutput: "",
+		},
+		{
+			name:           "schema1 description",
+			field:          "schema1",
+			expectedOutput: "schema1 description",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			output := k8s.GetApiDocV2(tt.field)
+			require.Equal(t, tt.expectedOutput, output)
+		})
+	}
+}
--- a/pkg/server/analyze.go
+++ b/pkg/server/analyze.go
@@ -9,17 +9,13 @@ import (
 )

 func (h *handler) Analyze(ctx context.Context, i *schemav1.AnalyzeRequest) (
-		*schemav1.AnalyzeResponse,
-		error,
+	*schemav1.AnalyzeResponse,
+	error,
 ) {
 	if i.Output == "" {
 		i.Output = "json"
 	}

-	if i.Backend == "" {
-		i.Backend = "openai"
-	}
-
 	if int(i.MaxConcurrency) == 0 {
 		i.MaxConcurrency = 10
 	}
@@ -33,12 +29,14 @@ func (h *handler) Analyze(ctx context.Context, i *schemav1.AnalyzeRequest) (
 		i.Explain,
 		int(i.MaxConcurrency),
 		false, // Kubernetes Doc disabled in server mode
+		false, // Interactive mode disabled in server mode
 	)
 	config.Context = ctx // Replace context for correct timeouts.
-
 	if err != nil {
 		return &schemav1.AnalyzeResponse{}, err
 	}
+	defer config.Close()
+
 	config.RunAnalysis()

 	if i.Explain {
--- a/pkg/server/config.go
+++ b/pkg/server/config.go
@@ -9,6 +9,16 @@ import (
 	"google.golang.org/grpc/status"
 )

+const (
+	notUsedBucket        = ""
+	notUsedRegion        = ""
+	notUsedEndpoint      = ""
+	notUsedStorageAcc    = ""
+	notUsedContainerName = ""
+	notUsedProjectId     = ""
+	notUsedInsecure      = false
+)
+
 func (h *handler) AddConfig(ctx context.Context, i *schemav1.AddConfigRequest) (*schemav1.AddConfigResponse, error,
 ) {

@@ -23,11 +33,11 @@ func (h *handler) AddConfig(ctx context.Context, i *schemav1.AddConfigRequest) (

 		switch i.Cache.GetCacheType().(type) {
 		case *schemav1.Cache_AzureCache:
-			remoteCache, err = cache.NewCacheProvider("azure", "", "", i.Cache.GetAzureCache().StorageAccount, i.Cache.GetAzureCache().ContainerName, "")
+			remoteCache, err = cache.NewCacheProvider("azure", notUsedBucket, notUsedRegion, notUsedEndpoint, i.Cache.GetAzureCache().StorageAccount, i.Cache.GetAzureCache().ContainerName, notUsedProjectId, notUsedInsecure)
 		case *schemav1.Cache_S3Cache:
-			remoteCache, err = cache.NewCacheProvider("s3", i.Cache.GetS3Cache().BucketName, i.Cache.GetS3Cache().Region, "", "", "")
+			remoteCache, err = cache.NewCacheProvider("s3", i.Cache.GetS3Cache().BucketName, i.Cache.GetS3Cache().Region, i.Cache.GetS3Cache().Endpoint, notUsedStorageAcc, notUsedContainerName, notUsedProjectId, i.Cache.GetS3Cache().Insecure)
 		case *schemav1.Cache_GcsCache:
-			remoteCache, err = cache.NewCacheProvider("gcs", i.Cache.GetGcsCache().BucketName, i.Cache.GetGcsCache().Region, "", "", i.Cache.GetGcsCache().GetProjectId())
+			remoteCache, err = cache.NewCacheProvider("gcs", i.Cache.GetGcsCache().BucketName, i.Cache.GetGcsCache().Region, notUsedEndpoint, notUsedStorageAcc, notUsedContainerName, i.Cache.GetGcsCache().GetProjectId(), notUsedInsecure)
 		default:
 			return resp, status.Error(codes.InvalidArgument, "Invalid cache configuration")
 		}
--- a/pkg/server/integration.go
+++ b/pkg/server/integration.go
@@ -38,6 +38,9 @@ func (h *handler) syncIntegration(ctx context.Context,
 		activeFilters = coreFilters
 	}
 	var err error = status.Error(codes.OK, "")
+	if err != nil {
+		fmt.Println(err)
+	}
 	deactivateFunc := func(integrationRef integration.IIntegration) error {
 		namespace, err := integrationRef.GetNamespace()
 		if err != nil {
@@ -125,13 +128,19 @@ func (*handler) deactivateAllIntegrations(integrationProvider *integration.Integ
 		b, _ := integrationProvider.IsActivate(i)
 		if b {
 			in, err := integrationProvider.Get(i)
+			if err != nil {
+				return err
+			}
 			namespace, err := in.GetNamespace()
 			if err != nil {
 				return err
 			}
 			if err == nil {
 				if namespace != "" {
-					integrationProvider.Deactivate(i, namespace)
+					err := integrationProvider.Deactivate(i, namespace)
+					if err != nil {
+						return err
+					}
 				} else {
 					fmt.Printf("Skipping deactivation of %s, not installed\n", i)
 				}
--- a/pkg/server/server.go
+++ b/pkg/server/server.go
@@ -14,35 +14,40 @@ limitations under the License.
 package server

 import (
-	json "encoding/json"
+	"context"
 	"errors"
 	"fmt"
+	"log"
 	"net"
 	"net/http"
-	"strconv"
 	"strings"
 	"time"

+	gw "buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc-ecosystem/gateway/v2/schema/v1/server-service/schemav1gateway"
 	rpc "buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go/schema/v1/schemav1grpc"
+	"github.com/grpc-ecosystem/grpc-gateway/v2/runtime"
 	"github.com/prometheus/client_golang/prometheus/promhttp"
 	"go.uber.org/zap"
+	"golang.org/x/net/http2"
+	"golang.org/x/net/http2/h2c"

 	"google.golang.org/grpc"
+	"google.golang.org/grpc/credentials/insecure"
 	"google.golang.org/grpc/reflection"
 )

 type Config struct {
-	Port           string
-	MetricsPort    string
-	Backend        string
-	Key            string
-	Token          string
-	Output         string
-	maxConcurrency int
-	Handler        *handler
-	Logger         *zap.Logger
-	metricsServer  *http.Server
-	listener       net.Listener
+	Port          string
+	MetricsPort   string
+	Backend       string
+	Key           string
+	Token         string
+	Output        string
+	Handler       *handler
+	Logger        *zap.Logger
+	metricsServer *http.Server
+	listener      net.Listener
+	EnableHttp    bool
 }

 type Health struct {
@@ -51,6 +56,7 @@ type Health struct {
 	Failure int    `json:"failure"`
 }

+//nolint:unused
 var health = Health{
 	Status:  "ok",
 	Success: 0,
@@ -61,8 +67,19 @@ func (s *Config) Shutdown() error {
 	return s.listener.Close()
 }

-func (s *Config) Serve() error {
+// grpcHandlerFunc returns an http.Handler that delegates to grpcServer on incoming gRPC
+// connections or otherHandler otherwise.
+func grpcHandlerFunc(grpcServer *grpc.Server, otherHandler http.Handler) http.Handler {
+	return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.ProtoMajor == 2 && strings.Contains(r.Header.Get("Content-Type"), "application/grpc") {
+			grpcServer.ServeHTTP(w, r)
+		} else {
+			otherHandler.ServeHTTP(w, r)
+		}
+	})
+}

+func (s *Config) Serve() error {
 	var lis net.Listener
 	var err error
 	address := fmt.Sprintf(":%s", s.Port)
@@ -70,16 +87,36 @@ func (s *Config) Serve() error {
 	if err != nil {
 		return err
 	}
+
 	s.listener = lis
 	s.Logger.Info(fmt.Sprintf("binding api to %s", s.Port))
 	grpcServerUnaryInterceptor := grpc.UnaryInterceptor(logInterceptor(s.Logger))
 	grpcServer := grpc.NewServer(grpcServerUnaryInterceptor)
 	reflection.Register(grpcServer)
 	rpc.RegisterServerServiceServer(grpcServer, s.Handler)
-	if err := grpcServer.Serve(
-		lis,
-	); err != nil && !errors.Is(err, http.ErrServerClosed) {
-		return err
+
+	if s.EnableHttp {
+		s.Logger.Info("enabling rest/http api")
+		gwmux := runtime.NewServeMux()
+		err = gw.RegisterServerServiceHandlerFromEndpoint(context.Background(), gwmux, fmt.Sprintf("localhost:%s", s.Port), []grpc.DialOption{grpc.WithTransportCredentials(insecure.NewCredentials())})
+		if err != nil {
+			log.Fatalln("Failed to register gateway:", err)
+		}
+
+		srv := &http.Server{
+			Addr:    address,
+			Handler: h2c.NewHandler(grpcHandlerFunc(grpcServer, gwmux), &http2.Server{}),
+		}
+
+		if err := srv.Serve(lis); err != nil {
+			return err
+		}
+	} else {
+		if err := grpcServer.Serve(
+			lis,
+		); err != nil && !errors.Is(err, http.ErrServerClosed) {
+			return err
+		}
 	}

 	return nil
@@ -106,21 +143,3 @@ func (s *Config) ServeMetrics() error {
 	}
 	return nil
 }
-
-func (s *Config) healthzHandler(w http.ResponseWriter, r *http.Request) {
-	js, err := json.MarshalIndent(health, "", "  ")
-	if err != nil {
-		http.Error(w, err.Error(), http.StatusInternalServerError)
-		return
-	}
-	fmt.Fprint(w, string(js))
-}
-
-func getBoolParam(param string) bool {
-	b, err := strconv.ParseBool(strings.ToLower(param))
-	if err != nil {
-		// Handle error if conversion fails
-		return false
-	}
-	return b
-}
--- a/pkg/server/server_test.go
+++ b/pkg/server/server_test.go
@@ -1,12 +1,12 @@
 package server

 import (
+	"os"
+	"testing"
+
 	"github.com/fatih/color"
 	"github.com/stretchr/testify/assert"
 	"go.uber.org/zap"
-	"os"
-	"sync"
-	"testing"
 )

 func TestServerInit(t *testing.T) {
@@ -15,6 +15,7 @@ func TestServerInit(t *testing.T) {
 		color.Red("failed to create logger: %v", err)
 		os.Exit(1)
 	}
+	//nolint:all
 	defer logger.Sync()
 	server_config := Config{
 		Backend:     "openai",
@@ -23,19 +24,15 @@ func TestServerInit(t *testing.T) {
 		Token:       "none",
 		Logger:      logger,
 	}
-	var wg sync.WaitGroup

 	go func() {
-		wg.Add(1)
 		err := server_config.Serve()
 		if err != nil {
 			assert.Fail(t, "serve: %s", err.Error())
 		}
-		server_config.Shutdown()
+		err = server_config.Shutdown()
 		if err != nil {
 			assert.Fail(t, "shutdown: %s", err.Error())
 		}
-		wg.Done()
 	}()
-	wg.Wait()
 }
--- a/pkg/util/util.go
+++ b/pkg/util/util.go
@@ -23,6 +23,7 @@ import (
 	"fmt"
 	"os"
 	"regexp"
+	"strings"

 	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
 	v1 "k8s.io/api/core/v1"
@@ -32,15 +33,6 @@ import (

 var anonymizePattern = []rune("abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*()-_=+[]{}|;':\",./<>?")

-func SliceContainsString(slice []string, s string) bool {
-	for _, item := range slice {
-		if item == s {
-			return true
-		}
-	}
-	return false
-}
-
 func GetParent(client *kubernetes.Client, meta metav1.ObjectMeta) (string, bool) {
 	if meta.OwnerReferences != nil {
 		for _, owner := range meta.OwnerReferences {
@@ -53,7 +45,7 @@ func GetParent(client *kubernetes.Client, meta metav1.ObjectMeta) (string, bool)
 				if rs.OwnerReferences != nil {
 					return GetParent(client, rs.ObjectMeta)
 				}
-				return "ReplicaSet/" + rs.Name, false
+				return "ReplicaSet/" + rs.Name, true

 			case "Deployment":
 				dep, err := client.GetClient().AppsV1().Deployments(meta.Namespace).Get(context.Background(), owner.Name, metav1.GetOptions{})
@@ -63,7 +55,7 @@ func GetParent(client *kubernetes.Client, meta metav1.ObjectMeta) (string, bool)
 				if dep.OwnerReferences != nil {
 					return GetParent(client, dep.ObjectMeta)
 				}
-				return "Deployment/" + dep.Name, false
+				return "Deployment/" + dep.Name, true

 			case "StatefulSet":
 				sts, err := client.GetClient().AppsV1().StatefulSets(meta.Namespace).Get(context.Background(), owner.Name, metav1.GetOptions{})
@@ -73,7 +65,7 @@ func GetParent(client *kubernetes.Client, meta metav1.ObjectMeta) (string, bool)
 				if sts.OwnerReferences != nil {
 					return GetParent(client, sts.ObjectMeta)
 				}
-				return "StatefulSet/" + sts.Name, false
+				return "StatefulSet/" + sts.Name, true

 			case "DaemonSet":
 				ds, err := client.GetClient().AppsV1().DaemonSets(meta.Namespace).Get(context.Background(), owner.Name, metav1.GetOptions{})
@@ -83,7 +75,7 @@ func GetParent(client *kubernetes.Client, meta metav1.ObjectMeta) (string, bool)
 				if ds.OwnerReferences != nil {
 					return GetParent(client, ds.ObjectMeta)
 				}
-				return "DaemonSet/" + ds.Name, false
+				return "DaemonSet/" + ds.Name, true

 			case "Ingress":
 				ds, err := client.GetClient().NetworkingV1().Ingresses(meta.Namespace).Get(context.Background(), owner.Name, metav1.GetOptions{})
@@ -93,7 +85,7 @@ func GetParent(client *kubernetes.Client, meta metav1.ObjectMeta) (string, bool)
 				if ds.OwnerReferences != nil {
 					return GetParent(client, ds.ObjectMeta)
 				}
-				return "Ingress/" + ds.Name, false
+				return "Ingress/" + ds.Name, true

 			case "MutatingWebhookConfiguration":
 				mw, err := client.GetClient().AdmissionregistrationV1().MutatingWebhookConfigurations().Get(context.Background(), owner.Name, metav1.GetOptions{})
@@ -103,7 +95,7 @@ func GetParent(client *kubernetes.Client, meta metav1.ObjectMeta) (string, bool)
 				if mw.OwnerReferences != nil {
 					return GetParent(client, mw.ObjectMeta)
 				}
-				return "MutatingWebhook/" + mw.Name, false
+				return "MutatingWebhook/" + mw.Name, true

 			case "ValidatingWebhookConfiguration":
 				vw, err := client.GetClient().AdmissionregistrationV1().ValidatingWebhookConfigurations().Get(context.Background(), owner.Name, metav1.GetOptions{})
@@ -113,11 +105,11 @@ func GetParent(client *kubernetes.Client, meta metav1.ObjectMeta) (string, bool)
 				if vw.OwnerReferences != nil {
 					return GetParent(client, vw.ObjectMeta)
 				}
-				return "ValidatingWebhook/" + vw.Name, false
+				return "ValidatingWebhook/" + vw.Name, true
 			}
 		}
 	}
-	return meta.Name, false
+	return "", false
 }

 func RemoveDuplicates(slice []string) ([]string, []string) {
@@ -154,7 +146,10 @@ func SliceDiff(source, dest []string) []string {
 func MaskString(input string) string {
 	key := make([]byte, len(input))
 	result := make([]rune, len(input))
-	rand.Read(key)
+	_, err := rand.Read(key)
+	if err != nil {
+		panic(err)
+	}
 	for i := range result {
 		result[i] = anonymizePattern[int(key[i])%len(anonymizePattern)]
 	}
@@ -179,7 +174,8 @@ func GetCacheKey(provider string, language string, sEnc string) string {

 func GetPodListByLabels(client k.Interface,
 	namespace string,
-	labels map[string]string) (*v1.PodList, error) {
+	labels map[string]string,
+) (*v1.PodList, error) {
 	pods, err := client.CoreV1().Pods(namespace).List(context.Background(), metav1.ListOptions{
 		LabelSelector: metav1.FormatLabelSelector(&metav1.LabelSelector{
 			MatchLabels: labels,
@@ -203,7 +199,7 @@ func FileExists(path string) (bool, error) {
 }

 func EnsureDirExists(dir string) error {
-	err := os.MkdirAll(dir, 0755)
+	err := os.MkdirAll(dir, 0o755)

 	if errors.Is(err, os.ErrExist) {
 		return nil
@@ -213,11 +209,18 @@ func EnsureDirExists(dir string) error {
 }

 func MapToString(m map[string]string) string {
-	var result string
-	for k, v := range m {
-		result += fmt.Sprintf("%s=%s,", k, v)
+	// Handle empty map case
+	if len(m) == 0 {
+		return ""
 	}
-	return result[:len(result)-1]
+
+	var pairs []string
+	for k, v := range m {
+		pairs = append(pairs, fmt.Sprintf("%s=%s", k, v))
+	}
+
+	// Efficient string joining
+	return strings.Join(pairs, ",")
 }

 func LabelsIncludeAny(predefinedSelector, Labels map[string]string) bool {
@@ -230,3 +233,31 @@ func LabelsIncludeAny(predefinedSelector, Labels map[string]string) bool {

 	return false
 }
+
+func FetchLatestEvent(ctx context.Context, kubernetesClient *kubernetes.Client, namespace string, name string) (*v1.Event, error) {
+
+	// get the list of events
+	events, err := kubernetesClient.GetClient().CoreV1().Events(namespace).List(ctx,
+		metav1.ListOptions{
+			FieldSelector: "involvedObject.name=" + name,
+		})
+
+	if err != nil {
+		return nil, err
+	}
+	// find most recent event
+	var latestEvent *v1.Event
+	for _, event := range events.Items {
+		if latestEvent == nil {
+			// this is required, as a pointer to a loop variable would always yield the latest value in the range
+			e := event
+			latestEvent = &e
+		}
+		if event.LastTimestamp.After(latestEvent.LastTimestamp.Time) {
+			// this is required, as a pointer to a loop variable would always yield the latest value in the range
+			e := event
+			latestEvent = &e
+		}
+	}
+	return latestEvent, nil
+}
--- a/pkg/util/util_test.go
+++ b/pkg/util/util_test.go
@@ -0,0 +1,505 @@
+/*
+Copyright 2024 The K8sGPT Authors.
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+    http://www.apache.org/licenses/LICENSE-2.0
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package util
+
+import (
+	"testing"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/stretchr/testify/require"
+	admissionregistrationv1 "k8s.io/api/admissionregistration/v1"
+	appsv1 "k8s.io/api/apps/v1"
+	v1 "k8s.io/api/core/v1"
+	networkingv1 "k8s.io/api/networking/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/kubernetes/fake"
+)
+
+func TestGetParent(t *testing.T) {
+	ownerName := "test-name"
+	namespace := "test"
+	clientset := fake.NewSimpleClientset(
+		&appsv1.ReplicaSet{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      ownerName,
+				Namespace: namespace,
+			},
+		},
+		&appsv1.Deployment{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      ownerName,
+				Namespace: namespace,
+			},
+		},
+		&appsv1.StatefulSet{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      ownerName,
+				Namespace: namespace,
+			},
+		},
+		&appsv1.DaemonSet{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      ownerName,
+				Namespace: namespace,
+			},
+		},
+		&networkingv1.Ingress{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      ownerName,
+				Namespace: namespace,
+			},
+		},
+		&admissionregistrationv1.MutatingWebhookConfiguration{
+			ObjectMeta: metav1.ObjectMeta{
+				Name: ownerName,
+			},
+		},
+		&admissionregistrationv1.ValidatingWebhookConfiguration{
+			ObjectMeta: metav1.ObjectMeta{
+				Name: ownerName,
+			},
+		},
+	)
+	kubeClient := kubernetes.Client{
+		Client: clientset,
+	}
+
+	tests := []struct {
+		name           string
+		kind           string
+		expectedOutput string
+	}{
+		{
+			kind:           "Unknown",
+			expectedOutput: "",
+		},
+		{
+			kind: "ReplicaSet",
+		},
+		{
+			kind:           "ReplicaSet",
+			name:           ownerName,
+			expectedOutput: "ReplicaSet/test-name",
+		},
+		{
+			kind: "Deployment",
+		},
+		{
+			kind:           "Deployment",
+			name:           ownerName,
+			expectedOutput: "Deployment/test-name",
+		},
+		{
+			kind: "StatefulSet",
+		},
+		{
+			kind:           "StatefulSet",
+			name:           ownerName,
+			expectedOutput: "StatefulSet/test-name",
+		},
+		{
+			kind: "DaemonSet",
+		},
+		{
+			kind:           "DaemonSet",
+			name:           ownerName,
+			expectedOutput: "DaemonSet/test-name",
+		},
+		{
+			kind: "Ingress",
+		},
+		{
+			kind:           "Ingress",
+			name:           ownerName,
+			expectedOutput: "Ingress/test-name",
+		},
+		{
+			kind: "MutatingWebhookConfiguration",
+		},
+		{
+			kind:           "MutatingWebhookConfiguration",
+			name:           ownerName,
+			expectedOutput: "MutatingWebhook/test-name",
+		},
+		{
+			kind: "ValidatingWebhookConfiguration",
+		},
+		{
+			kind:           "ValidatingWebhookConfiguration",
+			name:           ownerName,
+			expectedOutput: "ValidatingWebhook/test-name",
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.kind, func(t *testing.T) {
+			meta := metav1.ObjectMeta{
+				Namespace: namespace,
+				Name:      ownerName,
+				OwnerReferences: []metav1.OwnerReference{
+					{
+						Kind: tt.kind,
+						Name: tt.name,
+					},
+				},
+			}
+			output, ok := GetParent(&kubeClient, meta)
+			if meta.OwnerReferences[0].Name != "" {
+				require.Equal(t, true, ok)
+			} else {
+				require.Equal(t, false, ok)
+			}
+			require.Equal(t, tt.expectedOutput, output)
+		})
+	}
+}
+
+func TestRemoveDuplicates(t *testing.T) {
+	tests := []struct {
+		name               string
+		slice              []string
+		expectedDuplicates []string
+	}{
+		{
+			name:               "all empty",
+			expectedDuplicates: []string{},
+		},
+		{
+			name:               "all unique",
+			slice:              []string{"temp", "value"},
+			expectedDuplicates: []string{},
+		},
+		{
+			name:               "slice not unique",
+			slice:              []string{"temp", "mango", "mango"},
+			expectedDuplicates: []string{"mango"},
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.name, func(t *testing.T) {
+			_, duplicates := RemoveDuplicates(tt.slice)
+			require.Equal(t, tt.expectedDuplicates, duplicates)
+		})
+	}
+}
+
+func TestSliceDiff(t *testing.T) {
+	tests := []struct {
+		name         string
+		source       []string
+		dest         []string
+		expectedDiff []string
+	}{
+		{
+			name: "all empty",
+		},
+		{
+			name:         "non empty",
+			source:       []string{"temp"},
+			dest:         []string{"random"},
+			expectedDiff: []string{"temp"},
+		},
+		{
+			name:   "no diff",
+			source: []string{"temp", "random"},
+			dest:   []string{"random", "temp"},
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.name, func(t *testing.T) {
+			require.Equal(t, tt.expectedDiff, SliceDiff(tt.source, tt.dest))
+		})
+	}
+}
+
+func TestReplaceIfMatch(t *testing.T) {
+	tests := []struct {
+		text           string
+		pattern        string
+		replacement    string
+		expectedOutput string
+	}{
+		{
+			text:           "",
+			expectedOutput: "",
+		},
+		{
+			text:           "some value",
+			pattern:        "new",
+			replacement:    "latest",
+			expectedOutput: "some value",
+		},
+		{
+			text:           "new value",
+			pattern:        "value",
+			replacement:    "day",
+			expectedOutput: "new day",
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.text, func(t *testing.T) {
+			require.Equal(t, tt.expectedOutput, ReplaceIfMatch(tt.text, tt.pattern, tt.replacement))
+		})
+	}
+}
+
+func TestGetCacheKey(t *testing.T) {
+	tests := []struct {
+		provider       string
+		language       string
+		sEnc           string
+		expectedOutput string
+	}{
+		{
+			expectedOutput: "d8156bae0c4243d3742fc4e9774d8aceabe0410249d720c855f98afc88ff846c",
+		},
+		{
+			provider:       "provider",
+			language:       "english",
+			sEnc:           "encoding",
+			expectedOutput: "39415cc324b1553b93e80e46049e4e4dbb752dc7d0424b2c6ac96d745c6392aa",
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.language, func(t *testing.T) {
+			require.Equal(t, tt.expectedOutput, GetCacheKey(tt.provider, tt.language, tt.sEnc))
+		})
+	}
+}
+
+func TestGetPodListByLabels(t *testing.T) {
+	namespace1 := "test1"
+	namespace2 := "test2"
+	clientset := fake.NewSimpleClientset(
+		&v1.Pod{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      "Pod1",
+				Namespace: namespace1,
+				Labels: map[string]string{
+					"Name":      "Pod1",
+					"Namespace": namespace1,
+				},
+			},
+		},
+		&v1.Pod{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      "Pod2",
+				Namespace: namespace2,
+				Labels: map[string]string{
+					"Name":      "Pod2",
+					"Namespace": namespace2,
+				},
+			},
+		},
+		&v1.Pod{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      "Pod3",
+				Namespace: namespace1,
+				Labels: map[string]string{
+					"Name":      "Pod3",
+					"Namespace": namespace1,
+				},
+			},
+		},
+		&v1.Pod{
+			ObjectMeta: metav1.ObjectMeta{
+				Name:      "Pod4",
+				Namespace: namespace2,
+				Labels: map[string]string{
+					"Name":      "Pod4",
+					"Namespace": namespace2,
+				},
+			},
+		},
+	)
+
+	tests := []struct {
+		name        string
+		namespace   string
+		labels      map[string]string
+		expectedLen int
+		expectedErr string
+	}{
+		{
+			name:      "Name is Pod1",
+			namespace: namespace1,
+			labels: map[string]string{
+				"Name": "Pod1",
+			},
+			expectedLen: 1,
+		},
+		{
+			name:      "Name is Pod2 in namespace1",
+			namespace: namespace1,
+			labels: map[string]string{
+				"Name": "Pod2",
+			},
+			expectedLen: 0,
+		},
+		{
+			name:      "Name is Pod2 in namespace 2",
+			namespace: namespace2,
+			labels: map[string]string{
+				"Name": "Pod2",
+			},
+			expectedLen: 1,
+		},
+		{
+			name:      "All pods with namespace2 label in namespace1",
+			namespace: namespace1,
+			labels: map[string]string{
+				"Namespace": namespace2,
+			},
+			expectedLen: 0,
+		},
+		{
+			name:      "All pods with namespace2 label in namespace2",
+			namespace: namespace2,
+			labels: map[string]string{
+				"Namespace": namespace2,
+			},
+			expectedLen: 2,
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.name, func(t *testing.T) {
+			pl, err := GetPodListByLabels(clientset, tt.namespace, tt.labels)
+			if tt.expectedErr == "" {
+				require.NoError(t, err)
+				require.Equal(t, tt.expectedLen, len(pl.Items))
+			} else {
+				require.ErrorContains(t, err, tt.expectedErr)
+				require.Nil(t, pl)
+			}
+		})
+	}
+}
+
+func TestFileExists(t *testing.T) {
+	tests := []struct {
+		filePath  string
+		isPresent bool
+		err       string
+	}{
+		{
+			filePath:  "",
+			isPresent: false,
+		},
+		{
+			filePath:  "./util.go",
+			isPresent: true,
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.filePath, func(t *testing.T) {
+			isPresent, err := FileExists(tt.filePath)
+			if tt.err == "" {
+				require.NoError(t, err)
+			} else {
+				require.ErrorContains(t, err, tt.err)
+			}
+			require.Equal(t, tt.isPresent, isPresent)
+		})
+	}
+}
+
+func TestEnsureDirExists(t *testing.T) {
+	tests := []struct {
+		dir string
+		err string
+	}{
+		{
+			dir: "",
+			err: "mkdir : no such file or directory",
+		},
+		{
+			dir: "./",
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.dir, func(t *testing.T) {
+			err := EnsureDirExists(tt.dir)
+			if tt.err == "" {
+				require.NoError(t, err)
+			} else {
+				require.ErrorContains(t, err, tt.err)
+			}
+		})
+	}
+}
+
+func TestMapToString(t *testing.T) {
+	tests := []struct {
+		name   string
+		m      map[string]string
+		output string
+	}{
+		{
+			name: "empty map",
+			m:    map[string]string{},
+		},
+		{
+			name: "non-empty map",
+			m: map[string]string{
+				"key": "value",
+			},
+			output: "key=value",
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.name, func(t *testing.T) {
+			require.Equal(t, tt.output, MapToString(tt.m))
+		})
+	}
+}
+
+func TestLabelsIncludeAny(t *testing.T) {
+	tests := []struct {
+		name string
+		m    map[string]string
+		p    map[string]string
+		ok   bool
+	}{
+		{
+			name: "empty map",
+			m:    map[string]string{},
+			p:    map[string]string{},
+			ok:   false,
+		},
+		{
+			name: "non-empty map",
+			m: map[string]string{
+				"key": "value",
+			},
+			p: map[string]string{
+				"key": "value",
+			},
+			ok: true,
+		},
+	}
+	for _, tt := range tests {
+		tt := tt
+		t.Run(tt.name, func(t *testing.T) {
+			require.Equal(t, tt.ok, LabelsIncludeAny(tt.p, tt.m))
+		})
+	}
+}
--- a/renovate.json
+++ b/renovate.json
@@ -12,12 +12,30 @@
  ],
  "automerge": true,
  "automergeType": "pr",
+  "schedule": [
+    "at any time"
+  ],
  "platformAutomerge": true,
  "packageRules": [
    {
-      "description": "Exclude retracted cohere-go versions: https://github.com/renovatebot/renovate/issues/13012",
-      "matchPackageNames": ["github.com/cohere-ai/cohere-go"],
-      "allowedVersions": "<1"
+      "matchPackageNames": ["azure-sdk-for-go"],
+      "enabled": true,
+      "groupName": "azure-group"
+    },
+    {
+      "matchPackageNames": ["prometheus"],
+      "enabled": true,
+      "groupName": "prometheus-group"
+    },
+    {
+      "matchPackageNames": ["k8s.io", "sigs.k8s.io"],
+      "enabled": true,
+      "groupName": "kubernetes-group"
+    },
+    {
+      "matchPackageNames": ["golang"],
+      "enabled": true,
+      "groupName": "golang-group"
    },
    {
      "matchUpdateTypes": ["minor", "patch"],