Address code review feedback

- Fixed analyzer name in README.md to use consistent 'CustomResource' name - Improved TestCRDAnalyzer_NilClientConfig to be more explicit about expected behavior - Added clear comments about what the test verifies Co-authored-by: AlexsJones <1235925+AlexsJones@users.noreply.github.com>
Add CRD analyzer documentation and examples
2026-03-19 19:42:38 +00:00 · 2026-02-06 07:32:08 +00:00 · 2026-02-06 07:27:34 +00:00 · 2026-02-06 07:25:29 +00:00 · 2026-02-06 07:15:24 +00:00 · 2026-01-27 17:46:51 +00:00
32 changed files with 3078 additions and 270 deletions
--- a/.github/workflows/build_container.yaml
+++ b/.github/workflows/build_container.yaml
@@ -36,7 +36,7 @@ jobs:

    steps:
      - name: Check out code
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5

      - name: Extract branch name
        id: extract_branch
@@ -68,7 +68,7 @@ jobs:

    steps:
      - name: Check out code
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5

      - name: Docker meta
        id: meta
--- a/.github/workflows/golangci_lint.yaml
+++ b/.github/workflows/golangci_lint.yaml
@@ -9,7 +9,7 @@ jobs:
    runs-on: ubuntu-latest
    steps:
      - name: Check out code into the Go module directory
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5

      - name: golangci-lint
        uses: golangci/golangci-lint-action@4afd733a84b1f43292c63897423277bb7f4313a9 # v8
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -23,7 +23,7 @@ jobs:
    # Release-please creates a PR that tracks all changes
    steps:
      - name: Checkout
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
     
      - uses: google-github-actions/release-please-action@e4dc86ba9405554aeba3c6bb2d169500e7d3b4ee # v4.1.1
        id: release
@@ -55,11 +55,11 @@ jobs:
          docker-images: true
          swap-storage: true
      - name: Checkout
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
        with:
          fetch-depth: 0
      - name: Set up Go
-        uses: actions/setup-go@d35c59abb061a4a6fb18e82ac0862c26744d6ab5 # v5
+        uses: actions/setup-go@40f1582b2485089dde7abd97c1529aa768e1baff # v5
        with:
          go-version: '1.22'
      - name: Download Syft
@@ -91,7 +91,7 @@ jobs:
      IMAGE_NAME: k8sgpt
    steps:
      - name: Checkout
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5
+        uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
        with:
          submodules: recursive

--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -15,10 +15,10 @@ jobs:
  build:
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5
+      - uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5

      - name: Set up Go
-        uses: actions/setup-go@d35c59abb061a4a6fb18e82ac0862c26744d6ab5 # v5
+        uses: actions/setup-go@40f1582b2485089dde7abd97c1529aa768e1baff # v5
        with:
          go-version: ${{ env.GO_VERSION }}

--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1 +1 @@
-{".":"0.4.24"}
+{".":"0.4.27"}
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,26 @@
 # Changelog

+## [0.4.27](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.26...v0.4.27) (2025-12-18)
+
+
+### Features
+
+* mcp v2 ([#1589](https://github.com/k8sgpt-ai/k8sgpt/issues/1589)) ([5480051](https://github.com/k8sgpt-ai/k8sgpt/commit/5480051230ce83b89c0382abd7992c7ecc4a85b8))
+
+## [0.4.26](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.25...v0.4.26) (2025-10-16)
+
+
+### Other
+
+* missing filter arg on serve ([#1583](https://github.com/k8sgpt-ai/k8sgpt/issues/1583)) ([f1d2e30](https://github.com/k8sgpt-ai/k8sgpt/commit/f1d2e306f32eb1e01a2788174084be29a7fa1282))
+
+## [0.4.25](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.24...v0.4.25) (2025-09-03)
+
+
+### Features
+
+* fix to broken inference ([#1575](https://github.com/k8sgpt-ai/k8sgpt/issues/1575)) ([291e42d](https://github.com/k8sgpt-ai/k8sgpt/commit/291e42dc4b81ffb0672c21fbb325ddebc5d531a3))
+
 ## [0.4.24](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.23...v0.4.24) (2025-08-18)


--- a/MCP.md
+++ b/MCP.md
@@ -0,0 +1,482 @@
+# K8sGPT Model Context Protocol (MCP) Server
+
+K8sGPT provides a Model Context Protocol (MCP) server that exposes Kubernetes cluster operations as standardized tools, resources, and prompts for AI assistants like Claude, ChatGPT, and other MCP-compatible clients.
+
+## Table of Contents
+
+- [What is MCP?](#what-is-mcp)
+- [Quick Start](#quick-start)
+- [Server Modes](#server-modes)
+- [Available Tools](#available-tools)
+- [Available Resources](#available-resources)
+- [Available Prompts](#available-prompts)
+- [Usage Examples](#usage-examples)
+- [Integration with AI Assistants](#integration-with-ai-assistants)
+- [HTTP API Reference](#http-api-reference)
+
+## What is MCP?
+
+The Model Context Protocol (MCP) is an open standard that enables AI assistants to securely connect to external data sources and tools. K8sGPT's MCP server exposes Kubernetes operations through this standardized interface, allowing AI assistants to:
+
+- Analyze cluster health and issues
+- Query Kubernetes resources
+- Access pod logs and events
+- Get troubleshooting guidance
+- Manage analyzer filters
+
+## Quick Start
+
+### Start the MCP Server
+
+**Stdio mode (for local AI assistants):**
+```bash
+k8sgpt serve --mcp
+```
+
+**HTTP mode (for network access):**
+```bash
+k8sgpt serve --mcp --mcp-http --mcp-port 8089
+```
+
+### Test with curl
+
+```bash
+curl -X POST http://localhost:8089/mcp \
+  -H "Content-Type: application/json" \
+  -d '{
+    "jsonrpc": "2.0",
+    "id": 1,
+    "method": "tools/list"
+  }'
+```
+
+## Server Modes
+
+### Stdio Mode (Default)
+
+Used by local AI assistants like Claude Desktop:
+
+```bash
+k8sgpt serve --mcp
+```
+
+Configure in your MCP client (e.g., Claude Desktop's `claude_desktop_config.json`):
+
+```json
+{
+  "mcpServers": {
+    "k8sgpt": {
+      "command": "k8sgpt",
+      "args": ["serve", "--mcp"]
+    }
+  }
+}
+```
+
+### HTTP Mode
+
+Used for network access and webhooks:
+
+```bash
+k8sgpt serve --mcp --mcp-http --mcp-port 8089
+```
+
+The server runs in stateless mode, so no session management is required. Each request is independent.
+
+## Available Tools
+
+The MCP server exposes 12 tools for Kubernetes operations:
+
+### Cluster Analysis
+
+**analyze**
+- Analyze Kubernetes resources for issues and problems
+- Parameters:
+  - `namespace` (optional): Namespace to analyze
+  - `explain` (optional): Get AI explanations for issues
+  - `filters` (optional): Comma-separated list of analyzers to use
+
+**cluster-info**
+- Get Kubernetes cluster information and version
+
+### Resource Management
+
+**list-resources**
+- List Kubernetes resources of a specific type
+- Parameters:
+  - `resourceType` (required): Type of resource (pods, deployments, services, nodes, jobs, cronjobs, statefulsets, daemonsets, replicasets, configmaps, secrets, ingresses, pvcs, pvs)
+  - `namespace` (optional): Namespace to query
+  - `labelSelector` (optional): Label selector for filtering
+
+**get-resource**
+- Get detailed information about a specific Kubernetes resource
+- Parameters:
+  - `resourceType` (required): Type of resource
+  - `name` (required): Resource name
+  - `namespace` (optional): Namespace
+
+**list-namespaces**
+- List all namespaces in the cluster
+
+### Debugging and Troubleshooting
+
+**get-logs**
+- Get logs from a pod container
+- Parameters:
+  - `podName` (required): Name of the pod
+  - `namespace` (optional): Namespace
+  - `container` (optional): Container name
+  - `tail` (optional): Number of lines to show
+  - `previous` (optional): Show logs from previous container instance
+  - `sinceSeconds` (optional): Show logs from last N seconds
+
+**list-events**
+- List Kubernetes events for debugging
+- Parameters:
+  - `namespace` (optional): Namespace to query
+  - `involvedObjectName` (optional): Filter by object name
+  - `involvedObjectKind` (optional): Filter by object kind
+
+### Analyzer Management
+
+**list-filters**
+- List all available and active analyzers/filters
+
+**add-filters**
+- Add filters to enable specific analyzers
+- Parameters:
+  - `filters` (required): Comma-separated list of analyzer names
+
+**remove-filters**
+- Remove filters to disable specific analyzers
+- Parameters:
+  - `filters` (required): Comma-separated list of analyzer names
+
+### Integrations
+
+**list-integrations**
+- List available integrations (Prometheus, AWS, Keda, Kyverno, etc.)
+
+### Configuration
+
+**config**
+- Configure K8sGPT settings including custom analyzers and cache
+
+## Available Resources
+
+Resources provide read-only access to cluster information:
+
+**cluster-info**
+- URI: `cluster-info`
+- Get information about the Kubernetes cluster
+
+**namespaces**
+- URI: `namespaces`
+- List all namespaces in the cluster
+
+**active-filters**
+- URI: `active-filters`
+- Get currently active analyzers/filters
+
+## Available Prompts
+
+Prompts provide guided troubleshooting workflows:
+
+**troubleshoot-pod**
+- Interactive pod debugging workflow
+- Arguments:
+  - `podName` (required): Name of the pod to troubleshoot
+  - `namespace` (required): Namespace of the pod
+
+**troubleshoot-deployment**
+- Interactive deployment debugging workflow
+- Arguments:
+  - `deploymentName` (required): Name of the deployment
+  - `namespace` (required): Namespace of the deployment
+
+**troubleshoot-cluster**
+- General cluster troubleshooting workflow
+
+## Usage Examples
+
+### Example 1: Analyze a Namespace
+
+```bash
+curl -X POST http://localhost:8089/mcp \
+  -H "Content-Type: application/json" \
+  -d '{
+    "jsonrpc": "2.0",
+    "id": 1,
+    "method": "tools/call",
+    "params": {
+      "name": "analyze",
+      "arguments": {
+        "namespace": "production",
+        "explain": "true"
+      }
+    }
+  }'
+```
+
+### Example 2: List Pods
+
+```bash
+curl -X POST http://localhost:8089/mcp \
+  -H "Content-Type: application/json" \
+  -d '{
+    "jsonrpc": "2.0",
+    "id": 2,
+    "method": "tools/call",
+    "params": {
+      "name": "list-resources",
+      "arguments": {
+        "resourceType": "pods",
+        "namespace": "default"
+      }
+    }
+  }'
+```
+
+### Example 3: Get Pod Logs
+
+```bash
+curl -X POST http://localhost:8089/mcp \
+  -H "Content-Type: application/json" \
+  -d '{
+    "jsonrpc": "2.0",
+    "id": 3,
+    "method": "tools/call",
+    "params": {
+      "name": "get-logs",
+      "arguments": {
+        "podName": "nginx-abc123",
+        "namespace": "default",
+        "tail": "100"
+      }
+    }
+  }'
+```
+
+### Example 4: Access a Resource
+
+```bash
+curl -X POST http://localhost:8089/mcp \
+  -H "Content-Type: application/json" \
+  -d '{
+    "jsonrpc": "2.0",
+    "id": 4,
+    "method": "resources/read",
+    "params": {
+      "uri": "namespaces"
+    }
+  }'
+```
+
+### Example 5: Get a Troubleshooting Prompt
+
+```bash
+curl -X POST http://localhost:8089/mcp \
+  -H "Content-Type: application/json" \
+  -d '{
+    "jsonrpc": "2.0",
+    "id": 5,
+    "method": "prompts/get",
+    "params": {
+      "name": "troubleshoot-pod",
+      "arguments": {
+        "podName": "nginx-abc123",
+        "namespace": "default"
+      }
+    }
+  }'
+```
+
+## Integration with AI Assistants
+
+### Claude Desktop
+
+Add to `claude_desktop_config.json`:
+
+```json
+{
+  "mcpServers": {
+    "k8sgpt": {
+      "command": "k8sgpt",
+      "args": ["serve", "--mcp"]
+    }
+  }
+}
+```
+
+Restart Claude Desktop and you'll see k8sgpt tools available in the tool selector.
+
+### Custom MCP Clients
+
+Any MCP-compatible client can connect to the k8sgpt server. For HTTP-based clients:
+
+1. Start the server: `k8sgpt serve --mcp --mcp-http --mcp-port 8089`
+2. Connect to: `http://localhost:8089/mcp`
+3. Use standard MCP protocol methods: `tools/list`, `tools/call`, `resources/read`, `prompts/get`
+
+## HTTP API Reference
+
+### Endpoint
+
+```
+POST http://localhost:8089/mcp
+Content-Type: application/json
+```
+
+### Request Format
+
+All requests follow the JSON-RPC 2.0 format:
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 1,
+  "method": "method_name",
+  "params": {
+    ...
+  }
+}
+```
+
+### Discovery Methods
+
+**List Tools**
+```json
+{"jsonrpc": "2.0", "id": 1, "method": "tools/list"}
+```
+
+**List Resources**
+```json
+{"jsonrpc": "2.0", "id": 2, "method": "resources/list"}
+```
+
+**List Prompts**
+```json
+{"jsonrpc": "2.0", "id": 3, "method": "prompts/list"}
+```
+
+### Tool Invocation
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 4,
+  "method": "tools/call",
+  "params": {
+    "name": "tool_name",
+    "arguments": {
+      "arg1": "value1",
+      "arg2": "value2"
+    }
+  }
+}
+```
+
+### Resource Access
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 5,
+  "method": "resources/read",
+  "params": {
+    "uri": "resource_uri"
+  }
+}
+```
+
+### Prompt Access
+
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 6,
+  "method": "prompts/get",
+  "params": {
+    "name": "prompt_name",
+    "arguments": {
+      "arg1": "value1"
+    }
+  }
+}
+```
+
+### Response Format
+
+Successful responses:
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 1,
+  "result": {
+    ...
+  }
+}
+```
+
+Error responses:
+```json
+{
+  "jsonrpc": "2.0",
+  "id": 1,
+  "error": {
+    "code": -32600,
+    "message": "Error description"
+  }
+}
+```
+
+## Advanced Configuration
+
+### Custom Port
+
+```bash
+k8sgpt serve --mcp --mcp-http --mcp-port 9000
+```
+
+### With Specific Backend
+
+```bash
+k8sgpt serve --mcp --backend openai
+```
+
+### With Kubeconfig
+
+```bash
+k8sgpt serve --mcp --kubeconfig ~/.kube/config
+```
+
+## Troubleshooting
+
+### Connection Issues
+
+Verify the server is running:
+```bash
+curl http://localhost:8089/mcp
+```
+
+### Permission Issues
+
+Ensure your kubeconfig has appropriate cluster access:
+```bash
+kubectl cluster-info
+```
+
+### Tool Errors
+
+List available tools to verify names:
+```bash
+curl -X POST http://localhost:8089/mcp \
+  -H "Content-Type: application/json" \
+  -d '{"jsonrpc": "2.0", "id": 1, "method": "tools/list"}'
+```
+
+## Learn More
+
+- [MCP Specification](https://modelcontextprotocol.io/)
+- [K8sGPT Documentation](https://docs.k8sgpt.ai/)
+- [MCP Go Library](https://github.com/mark3labs/mcp-go)
--- a/README.md
+++ b/README.md
@@ -34,6 +34,7 @@ _Out of the box integration with OpenAI, Azure, Cohere, Amazon Bedrock, Google G
 - [Examples](#examples)
 - [LLM AI Backends](#llm-ai-backends)
 - [Key Features](#key-features)
+- [Model Context Protocol (MCP)](#model-context-protocol-mcp)
 - [Documentation](#documentation)
 - [Contributing](#contributing)
 - [Community](#community)
@@ -62,7 +63,7 @@ brew install k8sgpt
  <!---x-release-please-start-version-->

  ```
-  sudo rpm -ivh https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.24/k8sgpt_386.rpm
+  sudo rpm -ivh https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_386.rpm
  ```
  <!---x-release-please-end-->

@@ -70,7 +71,7 @@ brew install k8sgpt

  <!---x-release-please-start-version-->
  ```
-  sudo rpm -ivh https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.24/k8sgpt_amd64.rpm
+  sudo rpm -ivh https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_amd64.rpm
  ```
  <!---x-release-please-end-->
 </details>
@@ -83,7 +84,7 @@ brew install k8sgpt
  <!---x-release-please-start-version-->

 ```
-curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.24/k8sgpt_386.deb
+curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_386.deb
 sudo dpkg -i k8sgpt_386.deb
 ```

@@ -94,7 +95,7 @@ sudo dpkg -i k8sgpt_386.deb
  <!---x-release-please-start-version-->

 ```
-curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.24/k8sgpt_amd64.deb
+curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_amd64.deb
 sudo dpkg -i k8sgpt_amd64.deb
 ```

@@ -109,7 +110,7 @@ sudo dpkg -i k8sgpt_amd64.deb

  <!---x-release-please-start-version-->
  ```
-  wget https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.24/k8sgpt_386.apk
+  wget https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_386.apk
  apk add --allow-untrusted k8sgpt_386.apk
  ```
  <!---x-release-please-end-->
@@ -118,7 +119,7 @@ sudo dpkg -i k8sgpt_amd64.deb

  <!---x-release-please-start-version-->
  ```
-  wget https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.24/k8sgpt_amd64.apk
+  wget https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_amd64.apk
  apk add --allow-untrusted k8sgpt_amd64.apk
  ```
  <!---x-release-please-end-->
@@ -278,6 +279,7 @@ you will be able to write your own analyzers.
 - [x] OperatorGroup
 - [x] InstallPlan
 - [x] Subscription
+- [x] **CustomResource** - Generic analyzer for any CRD (cert-manager, ArgoCD, Kafka, etc.) [Documentation](docs/CRD_ANALYZER.md)

 ## Examples

@@ -699,7 +701,30 @@ k8sgpt custom-analyzer remove --names "my-custom-analyzer,my-custom-analyzer-2"
 ```

 </details>
+## Model Context Protocol (MCP)

+K8sGPT provides a Model Context Protocol server that exposes Kubernetes operations as standardized tools for AI assistants like Claude, ChatGPT, and other MCP-compatible clients.
+
+**Start the MCP server:**
+
+Stdio mode (for local AI assistants):
+```bash
+k8sgpt serve --mcp
+```
+
+HTTP mode (for network access):
+```bash
+k8sgpt serve --mcp --mcp-http --mcp-port 8089
+```
+
+**Features:**
+- 12 tools for cluster analysis, resource management, and debugging
+- 3 resources for cluster information access
+- 3 interactive troubleshooting prompts
+- Stateless HTTP mode for one-off invocations
+- Full integration with Claude Desktop and other MCP clients
+
+**Learn more:** See [MCP.md](MCP.md) for complete documentation, usage examples, and integration guides.
 ## Documentation

 Find our official documentation available [here](https://docs.k8sgpt.ai)
--- a/SUPPORTED_MODELS.md
+++ b/SUPPORTED_MODELS.md
@@ -75,6 +75,9 @@ K8sGPT supports a variety of AI/LLM providers (backends). Some providers have a
 - **Supported Models:**
  - ibm/granite-13b-chat-v2

+### Groq
+- **Model:** User-configurable (any model supported by Groq, e.g., `llama-3.3-70b-versatile`, `mixtral-8x7b-32768`)
+
 ---

 For more details on configuring each provider and model, refer to the official K8sGPT documentation and the provider's own documentation. 
--- a/cmd/serve/serve.go
+++ b/cmd/serve/serve.go
@@ -41,6 +41,8 @@ var (
 	enableMCP   bool
 	mcpPort     string
 	mcpHTTP     bool
+	// filters can be injected into the server (repeatable flag)
+	filters     []string
 )

 var ServeCmd = &cobra.Command{
@@ -208,6 +210,7 @@ var ServeCmd = &cobra.Command{
 			EnableHttp:  enableHttp,
 			Token:       aiProvider.Password,
 			Logger:      logger,
+			Filters:     filters,
 		}
 		go func() {
 			if err := server.ServeMetrics(); err != nil {
@@ -237,4 +240,6 @@ func init() {
 	ServeCmd.Flags().BoolVarP(&enableMCP, "mcp", "", false, "Enable Mission Control Protocol server")
 	ServeCmd.Flags().StringVarP(&mcpPort, "mcp-port", "", "8089", "Port to run the MCP server on")
 	ServeCmd.Flags().BoolVarP(&mcpHTTP, "mcp-http", "", false, "Enable HTTP mode for MCP server")
+	// allow injecting filters into the running server (repeatable)
+	ServeCmd.Flags().StringSliceVar(&filters, "filter", []string{}, "Filter to apply (can be specified multiple times)")
 }
--- 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:1.23-alpine3.19 AS builder
+FROM golang:1.24-alpine3.23 AS builder

 ENV CGO_ENABLED=0
 ARG VERSION
--- a/docs/CRD_ANALYZER.md
+++ b/docs/CRD_ANALYZER.md
@@ -0,0 +1,252 @@
+# Generic CRD Analyzer Configuration Examples
+
+The Generic CRD Analyzer enables K8sGPT to automatically analyze custom resources from any installed CRD in your Kubernetes cluster. This provides observability for operator-managed resources like cert-manager, ArgoCD, Kafka, and more.
+
+## Basic Configuration
+
+The CRD analyzer is configured via the K8sGPT configuration file (typically `~/.config/k8sgpt/k8sgpt.yaml`). Here's a minimal example:
+
+```yaml
+crd_analyzer:
+  enabled: true
+```
+
+With this basic configuration, the analyzer will:
+- Discover all CRDs installed in your cluster
+- Apply generic health checks based on common Kubernetes patterns
+- Report issues with resources that have unhealthy status conditions
+
+## Configuration Options
+
+### Complete Example
+
+```yaml
+crd_analyzer:
+  enabled: true
+  include:
+    - name: certificates.cert-manager.io
+      statusPath: ".status.conditions"
+      readyCondition:
+        type: "Ready"
+        expectedStatus: "True"
+    
+    - name: applications.argoproj.io
+      statusPath: ".status.health.status"
+      expectedValue: "Healthy"
+    
+    - name: kafkas.kafka.strimzi.io
+      readyCondition:
+        type: "Ready"
+        expectedStatus: "True"
+  
+  exclude:
+    - name: kafkatopics.kafka.strimzi.io
+    - name: servicemonitors.monitoring.coreos.com
+```
+
+### Configuration Fields
+
+#### `enabled` (boolean)
+- **Default**: `false`
+- **Description**: Master switch to enable/disable the CRD analyzer
+- **Example**: `enabled: true`
+
+#### `include` (array)
+- **Description**: List of CRDs with custom health check configurations
+- **Fields**:
+  - `name` (string, required): The full CRD name (e.g., `certificates.cert-manager.io`)
+  - `statusPath` (string, optional): JSONPath to the status field to check (e.g., `.status.health.status`)
+  - `readyCondition` (object, optional): Configuration for checking a Ready-style condition
+    - `type` (string): The condition type to check (e.g., `"Ready"`)
+    - `expectedStatus` (string): Expected status value (e.g., `"True"`)
+  - `expectedValue` (string, optional): Expected value at the statusPath (requires `statusPath`)
+
+#### `exclude` (array)
+- **Description**: List of CRDs to skip during analysis
+- **Fields**:
+  - `name` (string): The full CRD name to exclude
+
+## Use Cases
+
+### 1. cert-manager Certificate Analysis
+
+Detect certificates that are not ready or have issuance failures:
+
+```yaml
+crd_analyzer:
+  enabled: true
+  include:
+    - name: certificates.cert-manager.io
+      readyCondition:
+        type: "Ready"
+        expectedStatus: "True"
+```
+
+**Detected Issues:**
+- Certificates with `Ready=False`
+- Certificate renewal failures
+- Invalid certificate configurations
+
+### 2. ArgoCD Application Health
+
+Monitor ArgoCD application sync and health status:
+
+```yaml
+crd_analyzer:
+  enabled: true
+  include:
+    - name: applications.argoproj.io
+      statusPath: ".status.health.status"
+      expectedValue: "Healthy"
+```
+
+**Detected Issues:**
+- Applications in `Degraded` state
+- Sync failures
+- Missing resources
+
+### 3. Kafka Operator Resources
+
+Check Kafka cluster health with Strimzi operator:
+
+```yaml
+crd_analyzer:
+  enabled: true
+  include:
+    - name: kafkas.kafka.strimzi.io
+      readyCondition:
+        type: "Ready"
+        expectedStatus: "True"
+  exclude:
+    - name: kafkatopics.kafka.strimzi.io  # Exclude topics to reduce noise
+```
+
+**Detected Issues:**
+- Kafka clusters not ready
+- Broker failures
+- Configuration issues
+
+### 4. Prometheus Operator
+
+Monitor Prometheus instances:
+
+```yaml
+crd_analyzer:
+  enabled: true
+  include:
+    - name: prometheuses.monitoring.coreos.com
+      readyCondition:
+        type: "Available"
+        expectedStatus: "True"
+```
+
+**Detected Issues:**
+- Prometheus instances not available
+- Configuration reload failures
+- Storage issues
+
+## Generic Health Checks
+
+When a CRD is not explicitly configured in the `include` list, the analyzer applies generic health checks:
+
+### Supported Patterns
+
+1. **status.conditions** - Standard Kubernetes conditions
+   - Flags `Ready` conditions with status != `"True"`
+   - Flags any condition type containing "failed" with status = `"True"`
+
+2. **status.phase** - Phase-based resources
+   - Flags resources with phase = `"Failed"` or `"Error"`
+
+3. **status.health.status** - ArgoCD-style health
+   - Flags resources with health status != `"Healthy"` (except `"Unknown"`)
+
+4. **status.state** - State-based resources
+   - Flags resources with state = `"Failed"` or `"Error"`
+
+5. **Deletion with Finalizers** - Stuck resources
+   - Flags resources with `deletionTimestamp` set but still having finalizers
+
+## Running the Analyzer
+
+### Enable in Configuration
+
+Add the CRD analyzer to your active filters:
+
+```bash
+# Add CustomResource filter
+k8sgpt filters add CustomResource
+
+# List active filters to verify
+k8sgpt filters list
+```
+
+### Run Analysis
+
+```bash
+# Basic analysis
+k8sgpt analyze --explain
+
+# With specific filter
+k8sgpt analyze --explain --filter=CustomResource
+
+# In a specific namespace
+k8sgpt analyze --explain --filter=CustomResource --namespace=production
+```
+
+### Example Output
+
+```
+AI Provider: openai
+
+0: CustomResource/Certificate(default/example-cert)
+- Error: Condition Ready is False (reason: Failed): Certificate issuance failed
+- Details: The certificate 'example-cert' in namespace 'default' failed to issue.
+  The Let's Encrypt challenge validation failed due to DNS propagation issues.
+  Recommendation: Check DNS records and retry certificate issuance.
+
+1: CustomResource/Application(argocd/my-app)
+- Error: Health status is Degraded
+- Details: The ArgoCD application 'my-app' is in a Degraded state.
+  This typically indicates that deployed resources are not healthy.
+  Recommendation: Check application logs and pod status.
+```
+
+## Best Practices
+
+### 1. Start with Generic Checks
+Begin with just `enabled: true` to see what issues are detected across all CRDs.
+
+### 2. Add Specific Configurations Gradually
+Add custom configurations for critical CRDs that need specialized health checks.
+
+### 3. Use Exclusions to Reduce Noise
+Exclude CRDs that generate false positives or are less critical.
+
+### 4. Combine with Other Analyzers
+Use the CRD analyzer alongside built-in analyzers for comprehensive cluster observability.
+
+### 5. Monitor Performance
+If you have many CRDs, the analysis may take longer. Use exclusions to optimize.
+
+## Troubleshooting
+
+### Analyzer Not Running
+- Verify `enabled: true` is set in configuration
+- Check that `CustomResource` is in active filters: `k8sgpt filters list`
+- Ensure configuration file is in the correct location
+
+### No Issues Detected
+- Verify CRDs are actually installed: `kubectl get crds`
+- Check if custom resources exist: `kubectl get <crd-name> --all-namespaces`
+- Review generic health check patterns - your CRDs may use different status fields
+
+### Too Many False Positives
+- Add specific configurations for problematic CRDs in the `include` section
+- Use the `exclude` list to skip noisy CRDs
+- Review the status patterns your CRDs use and configure accordingly
+
+### Configuration Not Applied
+- Restart K8sGPT after configuration changes
+- Verify YAML syntax is correct
+- Check K8sGPT logs for configuration parsing errors
--- a/examples/crd_analyzer_config.yaml
+++ b/examples/crd_analyzer_config.yaml
@@ -0,0 +1,45 @@
+# Example K8sGPT Configuration with CRD Analyzer
+# Place this file at ~/.config/k8sgpt/k8sgpt.yaml
+
+# CRD Analyzer Configuration
+crd_analyzer:
+  enabled: true
+  
+  # Specific CRD configurations with custom health checks
+  include:
+    # cert-manager certificates
+    - name: certificates.cert-manager.io
+      readyCondition:
+        type: "Ready"
+        expectedStatus: "True"
+    
+    # ArgoCD applications  
+    - name: applications.argoproj.io
+      statusPath: ".status.health.status"
+      expectedValue: "Healthy"
+    
+    # Strimzi Kafka clusters
+    - name: kafkas.kafka.strimzi.io
+      readyCondition:
+        type: "Ready"
+        expectedStatus: "True"
+    
+    # Prometheus instances
+    - name: prometheuses.monitoring.coreos.com
+      readyCondition:
+        type: "Available"
+        expectedStatus: "True"
+  
+  # CRDs to skip during analysis
+  exclude:
+    - name: kafkatopics.kafka.strimzi.io
+    - name: servicemonitors.monitoring.coreos.com
+    - name: podmonitors.monitoring.coreos.com
+    - name: prometheusrules.monitoring.coreos.com
+
+# Other K8sGPT configuration...
+# ai:
+#   providers:
+#     - name: openai
+#       model: gpt-4
+#       # ... other AI config
--- a/go.mod
+++ b/go.mod
@@ -1,23 +1,25 @@
 module github.com/k8sgpt-ai/k8sgpt

-go 1.23.3
+go 1.24.1
+
+toolchain go1.24.11

 require (
 	github.com/fatih/color v1.18.0
 	github.com/kedacore/keda/v2 v2.16.0
 	github.com/magiconair/properties v1.8.9
 	github.com/mittwald/go-helm-client v0.12.14
-	github.com/ollama/ollama v0.5.1
+	github.com/ollama/ollama v0.13.4
 	github.com/sashabaranov/go-openai v1.36.0
 	github.com/schollz/progressbar/v3 v3.17.1
 	github.com/spf13/cobra v1.8.1
 	github.com/spf13/viper v1.19.0
 	github.com/stretchr/testify v1.10.0
-	golang.org/x/term v0.30.0
+	golang.org/x/term v0.33.0
 	helm.sh/helm/v3 v3.17.4
-	k8s.io/api v0.32.2
-	k8s.io/apimachinery v0.32.2
-	k8s.io/client-go v0.32.2
+	k8s.io/api v0.32.3
+	k8s.io/apimachinery v0.32.3
+	k8s.io/client-go v0.32.3
 	k8s.io/kubectl v0.32.2 // indirect

 )
@@ -30,9 +32,9 @@ require (
 	buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc-ecosystem/gateway/v2 v2.24.0-20241118152629-1379a5a1889d.1
 	buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.5.1-20241118152629-1379a5a1889d.1
 	buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.35.2-20241118152629-1379a5a1889d.1
-	cloud.google.com/go/storage v1.48.0
+	cloud.google.com/go/storage v1.50.0
 	cloud.google.com/go/vertexai v0.13.2
-	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.8.1
+	github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.10.1
 	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.5.0
 	github.com/IBM/watsonx-go v1.0.1
 	github.com/agiledragon/gomonkey/v2 v2.13.0
@@ -41,18 +43,19 @@ require (
 	github.com/aws/aws-sdk-go-v2/config v1.29.14
 	github.com/aws/aws-sdk-go-v2/service/bedrock v1.33.0
 	github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.30.0
+	github.com/aws/smithy-go v1.22.2
 	github.com/cohere-ai/cohere-go/v2 v2.12.2
 	github.com/go-logr/zapr v1.3.0
 	github.com/google/generative-ai-go v0.19.0
-	github.com/grpc-ecosystem/grpc-gateway/v2 v2.25.1
+	github.com/grpc-ecosystem/grpc-gateway/v2 v2.26.3
 	github.com/hupe1980/go-huggingface v0.0.15
 	github.com/kyverno/policy-reporter-kyverno-plugin v1.6.4
 	github.com/mark3labs/mcp-go v0.36.0
 	github.com/olekukonko/tablewriter v0.0.5
 	github.com/oracle/oci-go-sdk/v65 v65.79.0
-	github.com/prometheus/prometheus v0.302.1
+	github.com/prometheus/prometheus v0.306.0
 	github.com/pterm/pterm v0.12.80
-	google.golang.org/api v0.218.0
+	google.golang.org/api v0.239.0
 	gopkg.in/yaml.v2 v2.4.0
 	sigs.k8s.io/controller-runtime v0.19.3
 	sigs.k8s.io/gateway-api v1.2.1
@@ -62,23 +65,23 @@ require (
 	atomicgo.dev/cursor v0.2.0 // indirect
 	atomicgo.dev/keyboard v0.2.9 // indirect
 	atomicgo.dev/schedule v0.1.0 // indirect
-	cel.dev/expr v0.19.0 // indirect
-	cloud.google.com/go v0.116.0 // indirect
+	cel.dev/expr v0.23.0 // indirect
+	cloud.google.com/go v0.120.0 // indirect
 	cloud.google.com/go/ai v0.8.0 // indirect
-	cloud.google.com/go/aiplatform v1.69.0 // indirect
-	cloud.google.com/go/auth v0.14.0 // indirect
-	cloud.google.com/go/auth/oauth2adapt v0.2.7 // indirect
-	cloud.google.com/go/compute/metadata v0.6.0 // indirect
-	cloud.google.com/go/iam v1.2.2 // indirect
-	cloud.google.com/go/longrunning v0.6.2 // indirect
-	cloud.google.com/go/monitoring v1.21.2 // indirect
+	cloud.google.com/go/aiplatform v1.85.0 // indirect
+	cloud.google.com/go/auth v0.16.2 // indirect
+	cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
+	cloud.google.com/go/compute/metadata v0.7.0 // indirect
+	cloud.google.com/go/iam v1.5.2 // indirect
+	cloud.google.com/go/longrunning v0.6.7 // indirect
+	cloud.google.com/go/monitoring v1.24.2 // indirect
 	dario.cat/mergo v1.0.1 // indirect
-	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.17.0 // indirect
-	github.com/Azure/azure-sdk-for-go/sdk/internal v1.10.0 // indirect
-	github.com/AzureAD/microsoft-authentication-library-for-go v1.3.2 // indirect
-	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.25.0 // indirect
-	github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.48.1 // indirect
-	github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.48.1 // indirect
+	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.18.0 // indirect
+	github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.1 // indirect
+	github.com/AzureAD/microsoft-authentication-library-for-go v1.4.2 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.27.0 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.50.0 // indirect
+	github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.50.0 // indirect
 	github.com/Microsoft/hcsshim v0.12.4 // indirect
 	github.com/alecthomas/units v0.0.0-20240927000941-0f3dac36c52b // indirect
 	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.10 // indirect
@@ -92,33 +95,30 @@ require (
 	github.com/aws/aws-sdk-go-v2/service/sso v1.25.3 // indirect
 	github.com/aws/aws-sdk-go-v2/service/ssooidc v1.30.1 // indirect
 	github.com/aws/aws-sdk-go-v2/service/sts v1.33.19 // indirect
-	github.com/aws/smithy-go v1.22.2 // indirect
 	github.com/bahlo/generic-list-go v0.2.0 // indirect
 	github.com/blang/semver/v4 v4.0.0 // indirect
 	github.com/buger/jsonparser v1.1.1 // indirect
-	github.com/census-instrumentation/opencensus-proto v0.4.1 // indirect
-	github.com/cncf/xds/go v0.0.0-20240905190251-b4127c9b8d78 // indirect
+	github.com/cncf/xds/go v0.0.0-20250326154945-ae57f3c0d45f // indirect
 	github.com/containerd/console v1.0.4 // indirect
-	github.com/containerd/continuity v0.4.3 // indirect
-	github.com/containerd/errdefs v0.3.0 // indirect
+	github.com/containerd/errdefs v1.0.0 // indirect
 	github.com/containerd/log v0.1.0 // indirect
 	github.com/containerd/platforms v0.2.1 // indirect
 	github.com/creack/pty v1.1.21 // indirect
 	github.com/distribution/reference v0.6.0 // indirect
 	github.com/docker/libtrust v0.0.0-20160708172513-aabc10ec26b7 // indirect
-	github.com/envoyproxy/go-control-plane v0.13.1 // indirect
+	github.com/envoyproxy/go-control-plane/envoy v1.32.4 // indirect
 	github.com/envoyproxy/protoc-gen-validate v1.2.1 // indirect
 	github.com/evanphx/json-patch/v5 v5.9.0 // indirect
-	github.com/expr-lang/expr v1.17.2 // indirect
+	github.com/expr-lang/expr v1.17.7 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
 	github.com/fxamacker/cbor/v2 v2.7.0 // indirect
+	github.com/go-jose/go-jose/v4 v4.0.5 // indirect
 	github.com/gofrs/flock v0.12.1 // indirect
 	github.com/golang-jwt/jwt/v5 v5.2.2 // 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 v0.1.9 // indirect
-	github.com/googleapis/enterprise-certificate-proxy v0.3.4 // indirect
-	github.com/googleapis/gax-go/v2 v2.14.1 // indirect
+	github.com/googleapis/enterprise-certificate-proxy v0.3.6 // indirect
+	github.com/googleapis/gax-go/v2 v2.14.2 // indirect
 	github.com/gookit/color v1.5.4 // indirect
 	github.com/gorilla/websocket v1.5.1 // indirect
 	github.com/grafana/regexp v0.0.0-20240518133315-a468a5bfb3bc // indirect
@@ -132,30 +132,31 @@ require (
 	github.com/mxk/go-flowrate v0.0.0-20140419014527-cca7078d478f // indirect
 	github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
 	github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 // indirect
-	github.com/prometheus/sigv4 v0.1.1 // indirect
+	github.com/prometheus/sigv4 v0.2.0 // indirect
 	github.com/sagikazarmark/locafero v0.6.0 // indirect
 	github.com/sagikazarmark/slog-shim v0.1.0 // indirect
 	github.com/segmentio/fasthash v1.0.3 // indirect
 	github.com/sergi/go-diff v1.3.2-0.20230802210424-5b0b94c5c0d3 // indirect
 	github.com/sony/gobreaker v0.5.0 // indirect
 	github.com/sourcegraph/conc v0.3.0 // indirect
+	github.com/spiffe/go-spiffe/v2 v2.5.0 // indirect
 	github.com/stretchr/objx v0.5.2 // indirect
 	github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
 	github.com/x448/float16 v0.8.4 // indirect
 	github.com/xo/terminfo v0.0.0-20220910002029-abceb7e1c41e // indirect
 	github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
-	go.opencensus.io v0.24.0 // indirect
+	github.com/zeebo/errs v1.4.0 // indirect
 	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
-	go.opentelemetry.io/contrib/detectors/gcp v1.32.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.54.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0 // indirect
-	go.opentelemetry.io/otel/metric v1.34.0 // indirect
-	go.opentelemetry.io/otel/sdk v1.34.0 // indirect
-	go.opentelemetry.io/otel/sdk/metric v1.32.0 // indirect
+	go.opentelemetry.io/contrib/detectors/gcp v1.35.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.61.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0 // indirect
+	go.opentelemetry.io/otel/metric v1.36.0 // indirect
+	go.opentelemetry.io/otel/sdk v1.36.0 // indirect
+	go.opentelemetry.io/otel/sdk/metric v1.36.0 // indirect
 	gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect
-	google.golang.org/genproto v0.0.0-20241118233622-e639e219e697 // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20250115164207-1a7da9e5054f // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20250115164207-1a7da9e5054f // indirect
+	google.golang.org/genproto v0.0.0-20250505200425-f936aa4a68b2 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20250603155806-513f23925822 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20250603155806-513f23925822 // indirect
 	gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 	knative.dev/pkg v0.0.0-20241026180704-25f6002b00f3 // indirect
@@ -174,12 +175,12 @@ require (
 	github.com/beorn7/perks v1.0.1 // indirect
 	github.com/cespare/xxhash/v2 v2.3.0 // indirect
 	github.com/chai2010/gettext-go v1.0.3 // indirect
-	github.com/containerd/containerd v1.7.24 // indirect
+	github.com/containerd/containerd v1.7.29 // indirect
 	github.com/cyphar/filepath-securejoin v0.3.6 // indirect
 	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
 	github.com/docker/cli v26.1.4+incompatible // indirect
 	github.com/docker/distribution v2.8.3+incompatible // indirect
-	github.com/docker/docker v27.4.1+incompatible // indirect
+	github.com/docker/docker v28.3.0+incompatible // indirect
 	github.com/docker/docker-credential-helpers v0.8.2 // indirect
 	github.com/docker/go-connections v0.5.0 // indirect
 	github.com/docker/go-metrics v0.0.1 // indirect
@@ -199,7 +200,7 @@ require (
 	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-cmp v0.7.0 // indirect
 	github.com/google/gofuzz v1.2.0 // indirect
 	github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect
 	github.com/google/uuid v1.6.0 // indirect
@@ -214,7 +215,7 @@ require (
 	github.com/jmoiron/sqlx v1.4.0 // indirect
 	github.com/josharian/intern v1.0.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
-	github.com/klauspost/compress v1.17.11 // indirect
+	github.com/klauspost/compress v1.18.0 // 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
@@ -241,10 +242,10 @@ 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 v1.21.0-rc.0
-	github.com/prometheus/client_model v0.6.1 // indirect
-	github.com/prometheus/common v0.62.0 // indirect
-	github.com/prometheus/procfs v0.15.1 // indirect
+	github.com/prometheus/client_golang v1.23.0-rc.1
+	github.com/prometheus/client_model v0.6.2 // indirect
+	github.com/prometheus/common v0.65.1-0.20250703115700-7f8b2a0d32d3 // indirect
+	github.com/prometheus/procfs v0.16.1 // indirect
 	github.com/rivo/uniseg v0.4.7 // indirect
 	github.com/robfig/cron/v3 v3.0.1
 	github.com/rubenv/sql-migrate v1.7.1 // indirect
@@ -259,20 +260,20 @@ 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 v1.34.0 // indirect
-	go.opentelemetry.io/otel/trace v1.34.0 // indirect
+	go.opentelemetry.io/otel v1.36.0 // indirect
+	go.opentelemetry.io/otel/trace v1.36.0 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
 	go.uber.org/zap v1.27.0
-	golang.org/x/crypto v0.36.0 // indirect
-	golang.org/x/exp v0.0.0-20240823005443-9b4947da3948 // indirect
-	golang.org/x/net v0.38.0
-	golang.org/x/oauth2 v0.25.0 // indirect
-	golang.org/x/sync v0.12.0 // indirect
-	golang.org/x/sys v0.31.0 // indirect
-	golang.org/x/text v0.23.0 // indirect
-	golang.org/x/time v0.9.0 // indirect
-	google.golang.org/grpc v1.70.0
-	google.golang.org/protobuf v1.36.4 // indirect
+	golang.org/x/crypto v0.40.0 // indirect
+	golang.org/x/exp v0.0.0-20250218142911-aa4b98e5adaa // indirect
+	golang.org/x/net v0.42.0
+	golang.org/x/oauth2 v0.30.0 // indirect
+	golang.org/x/sync v0.16.0 // indirect
+	golang.org/x/sys v0.36.0 // indirect
+	golang.org/x/text v0.27.0 // indirect
+	golang.org/x/time v0.12.0 // indirect
+	google.golang.org/grpc v1.73.0
+	google.golang.org/protobuf v1.36.6 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
 	k8s.io/apiextensions-apiserver v0.32.2
--- a/go.sum
+++ b/go.sum
@@ -16,8 +16,8 @@ buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.5.1-20241118152629-1379a5a1889d.1 h
 buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.5.1-20241118152629-1379a5a1889d.1/go.mod h1:rlbkTkVN2P3aNR0U/7N5d9/uvNW8/dzHwtJDfPzh2vc=
 buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.35.2-20241118152629-1379a5a1889d.1 h1:Z+fW0kWryP6LdjP+z+d1/WT4tObrq890aye4aPIh6hM=
 buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.35.2-20241118152629-1379a5a1889d.1/go.mod h1:dqopmdpTDT6p9kPTxVCgR8WDnNb1SjZjwzaNj/kRbps=
-cel.dev/expr v0.19.0 h1:lXuo+nDhpyJSpWxpPVi5cPUwzKb+dsdOiw6IreM5yt0=
-cel.dev/expr v0.19.0/go.mod h1:MrpN08Q+lEBs+bGYdLxxHkZoUSsCp0nSKTs0nTymJgw=
+cel.dev/expr v0.23.0 h1:wUb94w6OYQS4uXraxo9U+wUAs9jT47Xvl4iPgAwM2ss=
+cel.dev/expr v0.23.0/go.mod h1:hLPLo1W4QUmuYdA72RBX06QTs6MXw941piREPl3Yfiw=
 cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
 cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
 cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU=
@@ -56,8 +56,8 @@ cloud.google.com/go v0.104.0/go.mod h1:OO6xxXdJyvuJPcEPBLN9BJPD+jep5G1+2U5B5gkRY
 cloud.google.com/go v0.105.0/go.mod h1:PrLgOJNe5nfE9UMxKxgXj4mD3voiP+YQ6gdt6KMFOKM=
 cloud.google.com/go v0.107.0/go.mod h1:wpc2eNrD7hXUTy8EKS10jkxpZBjASrORK7goS+3YX2I=
 cloud.google.com/go v0.110.0/go.mod h1:SJnCLqQ0FCFGSZMUNUf84MV3Aia54kn7pi8st7tMzaY=
-cloud.google.com/go v0.116.0 h1:B3fRrSDkLRt5qSHWe40ERJvhvnQwdZiHu0bJOpldweE=
-cloud.google.com/go v0.116.0/go.mod h1:cEPSRWPzZEswwdr9BxE6ChEn01dWlTaF05LiC2Xs70U=
+cloud.google.com/go v0.120.0 h1:wc6bgG9DHyKqF5/vQvX1CiZrtHnxJjBlKUyF9nP6meA=
+cloud.google.com/go v0.120.0/go.mod h1:/beW32s8/pGRuj4IILWQNd4uuebeT4dkOhKmkfit64Q=
 cloud.google.com/go/accessapproval v1.4.0/go.mod h1:zybIuC3KpDOvotz59lFe5qxRZx6C75OtwbisN56xYB4=
 cloud.google.com/go/accessapproval v1.5.0/go.mod h1:HFy3tuiGvMdcd/u+Cu5b9NkO1pEICJ46IR82PoUdplw=
 cloud.google.com/go/accessapproval v1.6.0/go.mod h1:R0EiYnwV5fsRFiKZkPHr6mwyk2wxUJ30nL4j2pcFY2E=
@@ -73,8 +73,8 @@ cloud.google.com/go/aiplatform v1.27.0/go.mod h1:Bvxqtl40l0WImSb04d0hXFU7gDOiq9j
 cloud.google.com/go/aiplatform v1.35.0/go.mod h1:7MFT/vCaOyZT/4IIFfxH4ErVg/4ku6lKv3w0+tFTgXQ=
 cloud.google.com/go/aiplatform v1.36.1/go.mod h1:WTm12vJRPARNvJ+v6P52RDHCNe4AhvjcIZ/9/RRHy/k=
 cloud.google.com/go/aiplatform v1.37.0/go.mod h1:IU2Cv29Lv9oCn/9LkFiiuKfwrRTq+QQMbW+hPCxJGZw=
-cloud.google.com/go/aiplatform v1.69.0 h1:XvBzK8e6/6ufbi/i129Vmn/gVqFwbNPmRQ89K+MGlgc=
-cloud.google.com/go/aiplatform v1.69.0/go.mod h1:nUsIqzS3khlnWvpjfJbP+2+h+VrFyYsTm7RNCAViiY8=
+cloud.google.com/go/aiplatform v1.85.0 h1:80/GqdP8Tovaaw9Qr6fYZNDvwJeA9rLk8mYkqBJNIJQ=
+cloud.google.com/go/aiplatform v1.85.0/go.mod h1:S4DIKz3TFLSt7ooF2aCRdAqsUR4v/YDXUoHqn5P0EFc=
 cloud.google.com/go/analytics v0.11.0/go.mod h1:DjEWCu41bVbYcKyvlws9Er60YE4a//bK6mnhWvQeFNI=
 cloud.google.com/go/analytics v0.12.0/go.mod h1:gkfj9h6XRf9+TS4bmuhPEShsh3hH8PAZzm/41OOhQd4=
 cloud.google.com/go/analytics v0.17.0/go.mod h1:WXFa3WSym4IZ+JiKmavYdJwGG/CvpqiqczmL59bTD9M=
@@ -123,10 +123,10 @@ cloud.google.com/go/assuredworkloads v1.7.0/go.mod h1:z/736/oNmtGAyU47reJgGN+KVo
 cloud.google.com/go/assuredworkloads v1.8.0/go.mod h1:AsX2cqyNCOvEQC8RMPnoc0yEarXQk6WEKkxYfL6kGIo=
 cloud.google.com/go/assuredworkloads v1.9.0/go.mod h1:kFuI1P78bplYtT77Tb1hi0FMxM0vVpRC7VVoJC3ZoT0=
 cloud.google.com/go/assuredworkloads v1.10.0/go.mod h1:kwdUQuXcedVdsIaKgKTp9t0UJkE5+PAVNhdQm4ZVq2E=
-cloud.google.com/go/auth v0.14.0 h1:A5C4dKV/Spdvxcl0ggWwWEzzP7AZMJSEIgrkngwhGYM=
-cloud.google.com/go/auth v0.14.0/go.mod h1:CYsoRL1PdiDuqeQpZE0bP2pnPrGqFcOkI0nldEQis+A=
-cloud.google.com/go/auth/oauth2adapt v0.2.7 h1:/Lc7xODdqcEw8IrZ9SvwnlLX6j9FHQM74z6cBk9Rw6M=
-cloud.google.com/go/auth/oauth2adapt v0.2.7/go.mod h1:NTbTTzfvPl1Y3V1nPpOgl2w6d/FjO7NNUQaWSox6ZMc=
+cloud.google.com/go/auth v0.16.2 h1:QvBAGFPLrDeoiNjyfVunhQ10HKNYuOwZ5noee0M5df4=
+cloud.google.com/go/auth v0.16.2/go.mod h1:sRBas2Y1fB1vZTdurouM0AzuYQBMZinrUYL8EufhtEA=
+cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc=
+cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
 cloud.google.com/go/automl v1.5.0/go.mod h1:34EjfoFGMZ5sgJ9EoLsRtdPSNZLcfflJR39VbVNS2M0=
 cloud.google.com/go/automl v1.6.0/go.mod h1:ugf8a6Fx+zP0D59WLhqgTDsQI9w07o64uf/Is3Nh5p8=
 cloud.google.com/go/automl v1.7.0/go.mod h1:RL9MYCCsJEOmt0Wf3z9uzG0a7adTT1fe+aObgSpkCt8=
@@ -205,8 +205,8 @@ cloud.google.com/go/compute/metadata v0.1.0/go.mod h1:Z1VN+bulIf6bt4P/C37K4DyZYZ
 cloud.google.com/go/compute/metadata v0.2.0/go.mod h1:zFmK7XCadkQkj6TtorcaGlCW1hT1fIilQDwofLpJ20k=
 cloud.google.com/go/compute/metadata v0.2.1/go.mod h1:jgHgmJd2RKBGzXqF5LR2EZMGxBkeanZ9wwa75XHJgOM=
 cloud.google.com/go/compute/metadata v0.2.3/go.mod h1:VAV5nSsACxMJvgaAuX6Pk2AawlZn8kiOGuCv6gTkwuA=
-cloud.google.com/go/compute/metadata v0.6.0 h1:A6hENjEsCDtC1k8byVsgwvVcioamEHvZ4j01OwKxG9I=
-cloud.google.com/go/compute/metadata v0.6.0/go.mod h1:FjyFAW1MW0C203CEOMDTu3Dk1FlqW3Rga40jzHL4hfg=
+cloud.google.com/go/compute/metadata v0.7.0 h1:PBWF+iiAerVNe8UCHxdOt6eHLVc3ydFeOCw78U8ytSU=
+cloud.google.com/go/compute/metadata v0.7.0/go.mod h1:j5MvL9PprKL39t166CoB1uVHfQMs4tFQZZcKwksXUjo=
 cloud.google.com/go/contactcenterinsights v1.3.0/go.mod h1:Eu2oemoePuEFc/xKFPjbTuPSj0fYJcPls9TFlPNnHHY=
 cloud.google.com/go/contactcenterinsights v1.4.0/go.mod h1:L2YzkGbPsv+vMQMCADxJoT9YiTTnSEd6fEvCeHTYVck=
 cloud.google.com/go/contactcenterinsights v1.6.0/go.mod h1:IIDlT6CLcDoyv79kDv8iWxMSTZhLxSCofVV5W6YFM/w=
@@ -340,8 +340,8 @@ cloud.google.com/go/iam v0.8.0/go.mod h1:lga0/y3iH6CX7sYqypWJ33hf7kkfXJag67naqGE
 cloud.google.com/go/iam v0.11.0/go.mod h1:9PiLDanza5D+oWFZiH1uG+RnRCfEGKoyl6yo4cgWZGY=
 cloud.google.com/go/iam v0.12.0/go.mod h1:knyHGviacl11zrtZUoDuYpDgLjvr28sLQaG0YB2GYAY=
 cloud.google.com/go/iam v0.13.0/go.mod h1:ljOg+rcNfzZ5d6f1nAUJ8ZIxOaZUVoS14bKCtaLZ/D0=
-cloud.google.com/go/iam v1.2.2 h1:ozUSofHUGf/F4tCNy/mu9tHLTaxZFLOUiKzjcgWHGIA=
-cloud.google.com/go/iam v1.2.2/go.mod h1:0Ys8ccaZHdI1dEUilwzqng/6ps2YB6vRsjIe00/+6JY=
+cloud.google.com/go/iam v1.5.2 h1:qgFRAGEmd8z6dJ/qyEchAuL9jpswyODjA2lS+w234g8=
+cloud.google.com/go/iam v1.5.2/go.mod h1:SE1vg0N81zQqLzQEwxL2WI6yhetBdbNQuTvIKCSkUHE=
 cloud.google.com/go/iap v1.4.0/go.mod h1:RGFwRJdihTINIe4wZ2iCP0zF/qu18ZwyKxrhMhygBEc=
 cloud.google.com/go/iap v1.5.0/go.mod h1:UH/CGgKd4KyohZL5Pt0jSKE4m3FR51qg6FKQ/z/Ix9A=
 cloud.google.com/go/iap v1.6.0/go.mod h1:NSuvI9C/j7UdjGjIde7t7HBz+QTwBcapPE07+sSRcLk=
@@ -371,13 +371,13 @@ cloud.google.com/go/lifesciences v0.6.0/go.mod h1:ddj6tSX/7BOnhxCSd3ZcETvtNr8NZ6
 cloud.google.com/go/lifesciences v0.8.0/go.mod h1:lFxiEOMqII6XggGbOnKiyZ7IBwoIqA84ClvoezaA/bo=
 cloud.google.com/go/logging v1.6.1/go.mod h1:5ZO0mHHbvm8gEmeEUHrmDlTDSu5imF6MUP9OfilNXBw=
 cloud.google.com/go/logging v1.7.0/go.mod h1:3xjP2CjkM3ZkO73aj4ASA5wRPGGCRrPIAeNqVNkzY8M=
-cloud.google.com/go/logging v1.12.0 h1:ex1igYcGFd4S/RZWOCU51StlIEuey5bjqwH9ZYjHibk=
-cloud.google.com/go/logging v1.12.0/go.mod h1:wwYBt5HlYP1InnrtYI0wtwttpVU1rifnMT7RejksUAM=
+cloud.google.com/go/logging v1.13.0 h1:7j0HgAp0B94o1YRDqiqm26w4q1rDMH7XNRU34lJXHYc=
+cloud.google.com/go/logging v1.13.0/go.mod h1:36CoKh6KA/M0PbhPKMq6/qety2DCAErbhXT62TuXALA=
 cloud.google.com/go/longrunning v0.1.1/go.mod h1:UUFxuDWkv22EuY93jjmDMFT5GPQKeFVJBIF6QlTqdsE=
 cloud.google.com/go/longrunning v0.3.0/go.mod h1:qth9Y41RRSUE69rDcOn6DdK3HfQfsUI0YSmW3iIlLJc=
 cloud.google.com/go/longrunning v0.4.1/go.mod h1:4iWDqhBZ70CvZ6BfETbvam3T8FMvLK+eFj0E6AaRQTo=
-cloud.google.com/go/longrunning v0.6.2 h1:xjDfh1pQcWPEvnfjZmwjKQEcHnpz6lHjfy7Fo0MK+hc=
-cloud.google.com/go/longrunning v0.6.2/go.mod h1:k/vIs83RN4bE3YCswdXC5PFfWVILjm3hpEUlSko4PiI=
+cloud.google.com/go/longrunning v0.6.7 h1:IGtfDWHhQCgCjwQjV9iiLnUta9LBCo8R9QmAFsS/PrE=
+cloud.google.com/go/longrunning v0.6.7/go.mod h1:EAFV3IZAKmM56TyiE6VAP3VoTzhZzySwI/YI1s/nRsY=
 cloud.google.com/go/managedidentities v1.3.0/go.mod h1:UzlW3cBOiPrzucO5qWkNkh0w33KFtBJU281hacNvsdE=
 cloud.google.com/go/managedidentities v1.4.0/go.mod h1:NWSBYbEMgqmbZsLIyKvxrYbtqOsxY1ZrGM+9RgDqInM=
 cloud.google.com/go/managedidentities v1.5.0/go.mod h1:+dWcZ0JlUmpuxpIDfyP5pP5y0bLdRwOS4Lp7gMni/LA=
@@ -401,8 +401,8 @@ cloud.google.com/go/monitoring v1.7.0/go.mod h1:HpYse6kkGo//7p6sT0wsIC6IBDET0RhI
 cloud.google.com/go/monitoring v1.8.0/go.mod h1:E7PtoMJ1kQXWxPjB6mv2fhC5/15jInuulFdYYtlcvT4=
 cloud.google.com/go/monitoring v1.12.0/go.mod h1:yx8Jj2fZNEkL/GYZyTLS4ZtZEZN8WtDEiEqG4kLK50w=
 cloud.google.com/go/monitoring v1.13.0/go.mod h1:k2yMBAB1H9JT/QETjNkgdCGD9bPF712XiLTVr+cBrpw=
-cloud.google.com/go/monitoring v1.21.2 h1:FChwVtClH19E7pJ+e0xUhJPGksctZNVOk2UhMmblmdU=
-cloud.google.com/go/monitoring v1.21.2/go.mod h1:hS3pXvaG8KgWTSz+dAdyzPrGUYmi2Q+WFX8g2hqVEZU=
+cloud.google.com/go/monitoring v1.24.2 h1:5OTsoJ1dXYIiMiuL+sYscLc9BumrL3CarVLL7dd7lHM=
+cloud.google.com/go/monitoring v1.24.2/go.mod h1:x7yzPWcgDRnPEv3sI+jJGBkwl5qINf+6qY4eq0I9B4U=
 cloud.google.com/go/networkconnectivity v1.4.0/go.mod h1:nOl7YL8odKyAOtzNX73/M5/mGZgqqMeryi6UPZTk/rA=
 cloud.google.com/go/networkconnectivity v1.5.0/go.mod h1:3GzqJx7uhtlM3kln0+x5wyFvuVH1pIBJjhCpjzSt75o=
 cloud.google.com/go/networkconnectivity v1.6.0/go.mod h1:OJOoEXW+0LAxHh89nXd64uGG+FbQoeH8DtxCHVOMlaM=
@@ -566,8 +566,8 @@ cloud.google.com/go/storage v1.23.0/go.mod h1:vOEEDNFnciUMhBeT6hsJIn3ieU5cFRmzeL
 cloud.google.com/go/storage v1.27.0/go.mod h1:x9DOL8TK/ygDUMieqwfhdpQryTeEkhGKMi80i/iqR2s=
 cloud.google.com/go/storage v1.28.1/go.mod h1:Qnisd4CqDdo6BGs2AD5LLnEsmSQ80wQ5ogcBBKhU86Y=
 cloud.google.com/go/storage v1.29.0/go.mod h1:4puEjyTKnku6gfKoTfNOU/W+a9JyuVNxjpS5GBrB8h4=
-cloud.google.com/go/storage v1.48.0 h1:FhBDHACbVtdPx7S/AbcKujPWiHvfO6F8OXGgCEbB2+o=
-cloud.google.com/go/storage v1.48.0/go.mod h1:aFoDYNMAjv67lp+xcuZqjUKv/ctmplzQ3wJgodA7b+M=
+cloud.google.com/go/storage v1.50.0 h1:3TbVkzTooBvnZsk7WaAQfOsNrdoM8QHusXA1cpk6QJs=
+cloud.google.com/go/storage v1.50.0/go.mod h1:l7XeiD//vx5lfqE3RavfmU9yvk5Pp0Zhcv482poyafY=
 cloud.google.com/go/storagetransfer v1.5.0/go.mod h1:dxNzUopWy7RQevYFHewchb29POFv3/AaBgnhqzqiK0w=
 cloud.google.com/go/storagetransfer v1.6.0/go.mod h1:y77xm4CQV/ZhFZH75PLEXY0ROiS7Gh6pSKrM8dJyg6I=
 cloud.google.com/go/storagetransfer v1.7.0/go.mod h1:8Giuj1QNb1kfLAiWM1bN6dHzfdlDAVC9rv9abHot2W4=
@@ -587,8 +587,8 @@ cloud.google.com/go/trace v1.3.0/go.mod h1:FFUE83d9Ca57C+K8rDl/Ih8LwOzWIV1krKgxg
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@@ -644,14 +644,14 @@ gioui.org v0.0.0-20210308172011-57750fc8a0a6/go.mod h1:RSH6KIUZ0p2xy5zHDxgAM4zum
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@@ -664,8 +664,8 @@ github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161 h1:L/gRVlceqvL25
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@@ -674,14 +674,14 @@ github.com/Code-Hex/go-generics-cache v1.5.1 h1:6vhZGc5M7Y/YD8cIUcY8kcuQLB4cHR7U
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@@ -791,7 +791,6 @@ github.com/bugsnag/panicwrap v0.0.0-20151223152923-e2c28503fcd0 h1:nvj0OLI3YqYXe
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@@ -818,8 +817,8 @@ github.com/cncf/xds/go v0.0.0-20211001041855-01bcc9b48dfe/go.mod h1:eXthEFrGJvWH
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@@ -828,12 +827,12 @@ github.com/containerd/cgroups/v3 v3.0.2/go.mod h1:JUgITrzdFqp42uI2ryGA+ge0ap/nxz
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@@ -850,8 +849,8 @@ github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1
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@@ -888,8 +887,12 @@ github.com/envoyproxy/go-control-plane v0.9.9-0.20210512163311-63b5d3c536b0/go.m
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@@ -901,8 +904,8 @@ github.com/evanphx/json-patch/v5 v5.9.0 h1:kcBlZQbplgElYIlo/n1hJbls2z/1awpXxpRi0
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@@ -931,6 +934,8 @@ github.com/go-gl/glfw/v3.3/glfw v0.0.0-20191125211704-12ad95a8df72/go.mod h1:tQ2
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@@ -951,8 +956,8 @@ github.com/go-openapi/swag v0.23.0 h1:vsEVJDUo2hPJ2tu0/Xc+4noaxyEffXNIs3cOULZ+Gr
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@@ -1038,8 +1043,8 @@ github.com/google/go-cmp v0.5.6/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/
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@@ -1068,8 +1073,8 @@ github.com/google/pprof v0.0.0-20210226084205-cbba55b83ad5/go.mod h1:kpwsk12EmLe
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@@ -1084,8 +1089,8 @@ github.com/googleapis/enterprise-certificate-proxy v0.1.0/go.mod h1:17drOmN3MwGY
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@@ -1097,8 +1102,8 @@ github.com/googleapis/gax-go/v2 v2.5.1/go.mod h1:h6B0KMMFNtI2ddbGJn3T3ZbwkeT6yqE
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@@ -1124,10 +1129,10 @@ github.com/gregjones/httpcache v0.0.0-20190611155906-901d90724c79/go.mod h1:Fecb
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@@ -1155,8 +1160,8 @@ github.com/hashicorp/nomad/api v0.0.0-20241218080744-e3ac00f30eec h1:+YBzb977Vrm
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@@ -1170,8 +1175,8 @@ github.com/inconshreveable/mousetrap v1.1.0 h1:wN+x4NVGpMsO7ErUn/mUI3vEoE6Jt13X2
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@@ -1195,14 +1200,14 @@ github.com/jung-kurt/gofpdf v1.0.3-0.20190309125859-24315acbbda5/go.mod h1:7Id9E
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+github.com/stackitcloud/stackit-sdk-go/core v0.17.2 h1:jPyn+i8rkp2hM80+hOg0B/1EVRbMt778Tr5RWyK1m2E=
+github.com/stackitcloud/stackit-sdk-go/core v0.17.2/go.mod h1:8KIw3czdNJ9sdil9QQimxjR6vHjeINFrRv0iZ67wfn0=
 github.com/stoewer/go-strcase v1.2.0/go.mod h1:IBiWB2sKIp3wVVQ3Y035++gc+knqhUQag1KpM8ahLw8=
 github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
 github.com/stretchr/objx v0.1.1/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
@@ -1497,6 +1507,8 @@ github.com/yvasiyarov/gorelic v0.0.0-20141212073537-a9bba5b9ab50/go.mod h1:NUSPS
 github.com/yvasiyarov/newrelic_platform_go v0.0.0-20140908184405-b21fdbd4370f h1:ERexzlUfuTvpE74urLSbIQW0Z/6hF9t8U4NsJLaioAY=
 github.com/yvasiyarov/newrelic_platform_go v0.0.0-20140908184405-b21fdbd4370f/go.mod h1:GlGEuHIJweS1mbCqG+7vt2nvWLzLLnRHbXz5JKd/Qbg=
 github.com/zeebo/assert v1.3.0/go.mod h1:Pq9JiuJQpG8JLJdtkwrJESF0Foym2/D9XMU5ciN/wJ0=
+github.com/zeebo/errs v1.4.0 h1:XNdoD/RRMKP7HD0UhJnIzUy74ISdGGxURlYG8HSWSfM=
+github.com/zeebo/errs v1.4.0/go.mod h1:sgbWHsvVuTPHcqJJGQ1WhI5KbWlHYz+2+2C/LSEtCw4=
 github.com/zeebo/xxh3 v1.0.2/go.mod h1:5NWz9Sef7zIDm2JHfFlcQvNekmcEl9ekUZQQKCYaDcA=
 go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU=
 go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8=
@@ -1509,24 +1521,24 @@ go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0=
 go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo=
 go.opentelemetry.io/auto/sdk v1.1.0 h1:cH53jehLUN6UFLY71z+NDOiNJqDdPRaXzTel0sJySYA=
 go.opentelemetry.io/auto/sdk v1.1.0/go.mod h1:3wSPjt5PWp2RhlCcmmOial7AvC4DQqZb7a7wCow3W8A=
-go.opentelemetry.io/contrib/detectors/gcp v1.32.0 h1:P78qWqkLSShicHmAzfECaTgvslqHxblNE9j62Ws1NK8=
-go.opentelemetry.io/contrib/detectors/gcp v1.32.0/go.mod h1:TVqo0Sda4Cv8gCIixd7LuLwW4EylumVWfhjZJjDD4DU=
-go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.54.0 h1:r6I7RJCN86bpD/FQwedZ0vSixDpwuWREjW9oRMsmqDc=
-go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.54.0/go.mod h1:B9yO6b04uB80CzjedvewuqDhxJxi11s7/GtiGa8bAjI=
-go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0 h1:CV7UdSGJt/Ao6Gp4CXckLxVRRsRgDHoI8XjbL3PDl8s=
-go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0/go.mod h1:FRmFuRJfag1IZ2dPkHnEoSFVgTVPUd2qf5Vi69hLb8I=
-go.opentelemetry.io/otel v1.34.0 h1:zRLXxLCgL1WyKsPVrgbSdMN4c0FMkDAskSTQP+0hdUY=
-go.opentelemetry.io/otel v1.34.0/go.mod h1:OWFPOQ+h4G8xpyjgqo4SxJYdDQ/qmRH+wivy7zzx9oI=
+go.opentelemetry.io/contrib/detectors/gcp v1.35.0 h1:bGvFt68+KTiAKFlacHW6AhA56GF2rS0bdD3aJYEnmzA=
+go.opentelemetry.io/contrib/detectors/gcp v1.35.0/go.mod h1:qGWP8/+ILwMRIUf9uIVLloR1uo5ZYAslM4O6OqUi1DA=
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.61.0 h1:q4XOmH/0opmeuJtPsbFNivyl7bCt7yRBbeEm2sC/XtQ=
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.61.0/go.mod h1:snMWehoOh2wsEwnvvwtDyFCxVeDAODenXHtn5vzrKjo=
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+go.opentelemetry.io/otel v1.36.0 h1:UumtzIklRBY6cI/lllNZlALOF5nNIzJVb16APdvgTXg=
+go.opentelemetry.io/otel v1.36.0/go.mod h1:/TcFMXYjyRNh8khOAO9ybYkqaDBb/70aVwkNML4pP8E=
 go.opentelemetry.io/otel/exporters/stdout/stdoutmetric v1.29.0 h1:WDdP9acbMYjbKIyJUhTvtzj601sVJOqgWdUxSdR/Ysc=
 go.opentelemetry.io/otel/exporters/stdout/stdoutmetric v1.29.0/go.mod h1:BLbf7zbNIONBLPwvFnwNHGj4zge8uTCM/UPIVW1Mq2I=
-go.opentelemetry.io/otel/metric v1.34.0 h1:+eTR3U0MyfWjRDhmFMxe2SsW64QrZ84AOhvqS7Y+PoQ=
-go.opentelemetry.io/otel/metric v1.34.0/go.mod h1:CEDrp0fy2D0MvkXE+dPV7cMi8tWZwX3dmaIhwPOaqHE=
-go.opentelemetry.io/otel/sdk v1.34.0 h1:95zS4k/2GOy069d321O8jWgYsW3MzVV+KuSPKp7Wr1A=
-go.opentelemetry.io/otel/sdk v1.34.0/go.mod h1:0e/pNiaMAqaykJGKbi+tSjWfNNHMTxoC9qANsCzbyxU=
-go.opentelemetry.io/otel/sdk/metric v1.32.0 h1:rZvFnvmvawYb0alrYkjraqJq0Z4ZUJAiyYCU9snn1CU=
-go.opentelemetry.io/otel/sdk/metric v1.32.0/go.mod h1:PWeZlq0zt9YkYAp3gjKZ0eicRYvOh1Gd+X99x6GHpCQ=
-go.opentelemetry.io/otel/trace v1.34.0 h1:+ouXS2V8Rd4hp4580a8q23bg0azF2nI8cqLYnC8mh/k=
-go.opentelemetry.io/otel/trace v1.34.0/go.mod h1:Svm7lSjQD7kG7KJ/MUHPVXSDGz2OX4h0M2jHBhmSfRE=
+go.opentelemetry.io/otel/metric v1.36.0 h1:MoWPKVhQvJ+eeXWHFBOPoBOi20jh6Iq2CcCREuTYufE=
+go.opentelemetry.io/otel/metric v1.36.0/go.mod h1:zC7Ks+yeyJt4xig9DEw9kuUFe5C3zLbVjV2PzT6qzbs=
+go.opentelemetry.io/otel/sdk v1.36.0 h1:b6SYIuLRs88ztox4EyrvRti80uXIFy+Sqzoh9kFULbs=
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+go.opentelemetry.io/otel/sdk/metric v1.36.0 h1:r0ntwwGosWGaa0CrSt8cuNuTcccMXERFwHX4dThiPis=
+go.opentelemetry.io/otel/sdk/metric v1.36.0/go.mod h1:qTNOhFDfKRwX0yXOqJYegL5WRaW376QbB7P4Pb0qva4=
+go.opentelemetry.io/otel/trace v1.36.0 h1:ahxWNuqZjpdiFAyrIoQ4GIiAIhxAunQR6MUoKrsNd4w=
+go.opentelemetry.io/otel/trace v1.36.0/go.mod h1:gQ+OnDZzrybY4k4seLzPAWNwVBBVlF2szhehOBB/tGA=
 go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI=
 go.opentelemetry.io/proto/otlp v0.15.0/go.mod h1:H7XAot3MsfNsj7EXtrA2q5xSNQ10UqI405h3+duxN4U=
 go.uber.org/atomic v1.11.0 h1:ZvwS0R+56ePWxUNi+Atn9dWONBPp/AUETXlHW0DxSjE=
@@ -1547,8 +1559,8 @@ golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPh
 golang.org/x/crypto v0.0.0-20210421170649-83a5a9bb288b/go.mod h1:T9bdIzuCu7OtxOm1hfPfRQxPLYneinmdGuTeoZ9dtd4=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/crypto v0.0.0-20211108221036-ceb1ce70b4fa/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
-golang.org/x/crypto v0.36.0 h1:AnAEvhDddvBdpY+uR+MyHmuZzzNqXSe/GvuDeob5L34=
-golang.org/x/crypto v0.36.0/go.mod h1:Y4J0ReaxCR1IMaabaSMugxJES1EpwhBHhv2bDHklZvc=
+golang.org/x/crypto v0.40.0 h1:r4x+VvoG5Fm+eJcxMaY8CQM7Lb0l1lsmjGBQ6s8BfKM=
+golang.org/x/crypto v0.40.0/go.mod h1:Qr1vMER5WyS2dfPHAlsOj01wgLbsyWtFn/aY+5+ZdxY=
 golang.org/x/exp v0.0.0-20180321215751-8460e604b9de/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20180807140117-3d87b88a115f/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
@@ -1564,8 +1576,8 @@ golang.org/x/exp v0.0.0-20200119233911-0405dc783f0a/go.mod h1:2RIsYlXP63K8oxa1u0
 golang.org/x/exp v0.0.0-20200207192155-f17229e696bd/go.mod h1:J/WKrq2StrnmMY6+EHIKF9dgMWnmCNThgcyBT1FY9mM=
 golang.org/x/exp v0.0.0-20200224162631-6cc2880d07d6/go.mod h1:3jZMyOhIsHpP37uCMkUooju7aAi5cS1Q23tOzKc+0MU=
 golang.org/x/exp v0.0.0-20220827204233-334a2380cb91/go.mod h1:cyybsKvd6eL0RnXn6p/Grxp8F5bW7iYuBgsNCOHpMYE=
-golang.org/x/exp v0.0.0-20240823005443-9b4947da3948 h1:kx6Ds3MlpiUHKj7syVnbp57++8WpuKPcR5yjLBjvLEA=
-golang.org/x/exp v0.0.0-20240823005443-9b4947da3948/go.mod h1:akd2r19cwCdwSwWeIdzYQGa/EZZyqcOdwWiwj5L5eKQ=
+golang.org/x/exp v0.0.0-20250218142911-aa4b98e5adaa h1:t2QcU6V556bFjYgu4L6C+6VrCPyJZ+eyRsABUPs1mz4=
+golang.org/x/exp v0.0.0-20250218142911-aa4b98e5adaa/go.mod h1:BHOTPb3L19zxehTsLoJXVaTktb06DFgmdW6Wb9s8jqk=
 golang.org/x/image v0.0.0-20180708004352-c73c2afc3b81/go.mod h1:ux5Hcp/YLpHSI86hEcLt0YII63i6oz57MZXIpbrjZUs=
 golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js=
 golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0=
@@ -1607,8 +1619,8 @@ golang.org/x/mod v0.5.1/go.mod h1:5OXOZSfqPIIbmVBIIKWRFfZjPR0E5r58TLhUjH0a2Ro=
 golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
 golang.org/x/mod v0.7.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
 golang.org/x/mod v0.8.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
-golang.org/x/mod v0.22.0 h1:D4nJWe9zXqHOmWqj4VMOJhvzj7bEZg4wEYa759z1pH4=
-golang.org/x/mod v0.22.0/go.mod h1:6SkKJ3Xj0I0BrPOZoBy3bdMptDDU9oJrpohJ3eWZ1fY=
+golang.org/x/mod v0.26.0 h1:EGMPT//Ezu+ylkCijjPc+f4Aih7sZvaAr+O3EHBxvZg=
+golang.org/x/mod v0.26.0/go.mod h1:/j6NAhSk8iQ723BGAUyoAcn7SlD7s15Dp9Nd/SfeaFQ=
 golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20181114220301-adae6a3d119a/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
@@ -1667,8 +1679,8 @@ golang.org/x/net v0.5.0/go.mod h1:DivGGAXEgPSlEBzxGzZI+ZLohi+xUj054jfeKui00ws=
 golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
 golang.org/x/net v0.7.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
 golang.org/x/net v0.8.0/go.mod h1:QVkue5JL9kW//ek3r6jTKnTFis1tRmNAW2P1shuFdJc=
-golang.org/x/net v0.38.0 h1:vRMAPTMaeGqVhG5QyLJHqNDwecKTomGeqbnfZyKlBI8=
-golang.org/x/net v0.38.0/go.mod h1:ivrbrMbzFq5J41QOQh0siUuly180yBYtLp+CKbEaFx8=
+golang.org/x/net v0.42.0 h1:jzkYrhi3YQWD6MLBJcsklgQsoAcw89EcZbJw8Z614hs=
+golang.org/x/net v0.42.0/go.mod h1:FF1RA5d3u7nAYA4z2TkclSCKh68eSXtiFwcWQpPXdt8=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
@@ -1697,8 +1709,8 @@ golang.org/x/oauth2 v0.0.0-20221014153046-6fdb5e3db783/go.mod h1:h4gKUeWbJ4rQPri
 golang.org/x/oauth2 v0.4.0/go.mod h1:RznEsdpjGAINPTOF0UH/t+xJ75L18YO3Ho6Pyn+uRec=
 golang.org/x/oauth2 v0.5.0/go.mod h1:9/XBHVqLaWO3/BRHs5jbpYCnOZVjj5V0ndyaAM7KB4I=
 golang.org/x/oauth2 v0.6.0/go.mod h1:ycmewcwgD4Rpr3eZJLSB4Kyyljb3qDh40vJ8STE5HKw=
-golang.org/x/oauth2 v0.25.0 h1:CY4y7XT9v0cRI9oupztF8AgiIu99L/ksR/Xp/6jrZ70=
-golang.org/x/oauth2 v0.25.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI=
+golang.org/x/oauth2 v0.30.0 h1:dnDm7JmhM45NNpd8FDDeLhK6FwqbOf4MLCM9zb1BOHI=
+golang.org/x/oauth2 v0.30.0/go.mod h1:B++QgG3ZKulg6sRPGD/mqlHQs5rB3Ml9erfeDY7xKlU=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -1715,8 +1727,8 @@ golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.0.0-20220819030929-7fc1605a5dde/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20220929204114-8fcdb60fdcc0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
-golang.org/x/sync v0.12.0 h1:MHc5BpPuC30uJk597Ri8TV3CNZcTLu6B6z4lJy+g6Jw=
-golang.org/x/sync v0.12.0/go.mod h1:1dzgHSNfp02xaA81J2MS99Qcpr2w7fw1gpm99rleRqA=
+golang.org/x/sync v0.16.0 h1:ycBJEhp9p4vXvUZNszeOq0kGTPghopOL8q0fq3vstxw=
+golang.org/x/sync v0.16.0/go.mod h1:1dzgHSNfp02xaA81J2MS99Qcpr2w7fw1gpm99rleRqA=
 golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180905080454-ebe1bf3edb33/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20181116152217-5ac8a444bdc5/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@@ -1801,8 +1813,8 @@ golang.org/x/sys v0.4.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.31.0 h1:ioabZlmFYtWhL+TRYpcnNlLwhyxaM9kWTDEmfnprqik=
-golang.org/x/sys v0.31.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
+golang.org/x/sys v0.36.0 h1:KVRy2GtZBrk1cBYA7MKu5bEZFxQk4NIDV6RLVcC8o0k=
+golang.org/x/sys v0.36.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210220032956-6a3ed077a48d/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210615171337-6886f2dfbf5b/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
@@ -1811,8 +1823,8 @@ golang.org/x/term v0.2.0/go.mod h1:TVmDHMZPmdnySmBfhjOoOdhjzdE1h4u1VwSiw2l1Nuc=
 golang.org/x/term v0.4.0/go.mod h1:9P2UbLfCdcvo3p/nzKvsmas4TnlujnuoV9hGgYzW1lQ=
 golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
 golang.org/x/term v0.6.0/go.mod h1:m6U89DPEgQRMq3DNkDClhWw02AUbt2daBVO4cn4Hv9U=
-golang.org/x/term v0.30.0 h1:PQ39fJZ+mfadBm0y5WlL4vlM7Sx1Hgf13sMIY2+QS9Y=
-golang.org/x/term v0.30.0/go.mod h1:NYYFdzHoI5wRh/h5tDMdMqCqPJZEuNqVR5xJLd/n67g=
+golang.org/x/term v0.33.0 h1:NuFncQrRcaRvVmgRkvM3j/F00gWIAlcmlB8ACEKmGIg=
+golang.org/x/term v0.33.0/go.mod h1:s18+ql9tYWp1IfpV9DmCtQDDSRBUjKaw9M1eAv5UeF0=
 golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
@@ -1829,16 +1841,16 @@ golang.org/x/text v0.6.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
 golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
 golang.org/x/text v0.8.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
 golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
-golang.org/x/text v0.23.0 h1:D71I7dUrlY+VX0gQShAThNGHFxZ13dGLBHQLVl1mJlY=
-golang.org/x/text v0.23.0/go.mod h1:/BLNzu4aZCJ1+kcD0DNRotWKage4q2rGVAg4o22unh4=
+golang.org/x/text v0.27.0 h1:4fGWRpyh641NLlecmyl4LOe6yDdfaYNrGb2zdfo4JV4=
+golang.org/x/text v0.27.0/go.mod h1:1D28KMCvyooCX9hBiosv5Tz/+YLxj0j7XhWjpSUF7CU=
 golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20220922220347-f3bd1da661af/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.1.0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.3.0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
-golang.org/x/time v0.9.0 h1:EsRrnYcQiGH+5FfbgvV4AP7qEZstoyrHB0DzarOQ4ZY=
-golang.org/x/time v0.9.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
+golang.org/x/time v0.12.0 h1:ScB/8o8olJvc+CQPWrK3fPZNfh7qgwCrY0zJmoEQLSE=
+golang.org/x/time v0.12.0/go.mod h1:CDIdPxbZBQxdj6cxyCIdrNogrJKMJ7pr37NYpMcMDSg=
 golang.org/x/tools v0.0.0-20180525024113-a5b4c53f6e8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -1902,8 +1914,8 @@ golang.org/x/tools v0.1.9/go.mod h1:nABZi5QlRsZVlzPpHl034qft6wpY4eDcsTt5AaioBiU=
 golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
 golang.org/x/tools v0.3.0/go.mod h1:/rWhSS2+zyEVwoJf8YAX6L2f0ntZ7Kn/mGgAWcipA5k=
 golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
-golang.org/x/tools v0.29.0 h1:Xx0h3TtM9rzQpQuR4dKLrdglAmCEN5Oi+P74JdhdzXE=
-golang.org/x/tools v0.29.0/go.mod h1:KMQVMRsVxU6nHCFXrBPhDB8XncLNLM0lIy/F14RP588=
+golang.org/x/tools v0.34.0 h1:qIpSLOxeCYGg9TrcJokLBG4KFA6d795g0xkBkiESGlo=
+golang.org/x/tools v0.34.0/go.mod h1:pAP9OwEaY1CAW3HOmg3hLZC5Z0CCmzjAF2UQMSqNARg=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
@@ -1979,8 +1991,8 @@ google.golang.org/api v0.108.0/go.mod h1:2Ts0XTHNVWxypznxWOYUeI4g3WdP9Pk2Qk58+a/
 google.golang.org/api v0.110.0/go.mod h1:7FC4Vvx1Mooxh8C5HWjzZHcavuS2f6pmJpZx60ca7iI=
 google.golang.org/api v0.111.0/go.mod h1:qtFHvU9mhgTJegR31csQ+rwxyUTHOKFqCKWp1J0fdw0=
 google.golang.org/api v0.114.0/go.mod h1:ifYI2ZsFK6/uGddGfAD5BMxlnkBqCmqHSDUVi45N5Yg=
-google.golang.org/api v0.218.0 h1:x6JCjEWeZ9PFCRe9z0FBrNwj7pB7DOAqT35N+IPnAUA=
-google.golang.org/api v0.218.0/go.mod h1:5VGHBAkxrA/8EFjLVEYmMUJ8/8+gWWQ3s4cFH0FxG2M=
+google.golang.org/api v0.239.0 h1:2hZKUnFZEy81eugPs4e2XzIJ5SOwQg0G82bpXD65Puo=
+google.golang.org/api v0.239.0/go.mod h1:cOVEm2TpdAGHL2z+UwyS+kmlGr3bVWQQ6sYEqkKje50=
 google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
 google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
 google.golang.org/appengine v1.5.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
@@ -2121,16 +2133,16 @@ google.golang.org/genproto v0.0.0-20230330154414-c0448cd141ea/go.mod h1:UUQDJDOl
 google.golang.org/genproto v0.0.0-20230331144136-dcfb400f0633/go.mod h1:UUQDJDOlWu4KYeJZffbWgBkS1YFobzKbLVfK69pe0Ak=
 google.golang.org/genproto v0.0.0-20230525234025-438c736192d0/go.mod h1:9ExIQyXL5hZrHzQceCwuSYwZZ5QZBazOcprJ5rgs3lY=
 google.golang.org/genproto v0.0.0-20230526161137-0005af68ea54/go.mod h1:zqTuNwFlFRsw5zIts5VnzLQxSRqh+CGOTVMlYbY0Eyk=
-google.golang.org/genproto v0.0.0-20241118233622-e639e219e697 h1:ToEetK57OidYuqD4Q5w+vfEnPvPpuTwedCNVohYJfNk=
-google.golang.org/genproto v0.0.0-20241118233622-e639e219e697/go.mod h1:JJrvXBWRZaFMxBufik1a4RpFw4HhgVtBBWQeQgUj2cc=
+google.golang.org/genproto v0.0.0-20250505200425-f936aa4a68b2 h1:1tXaIXCracvtsRxSBsYDiSBN0cuJvM7QYW+MrpIRY78=
+google.golang.org/genproto v0.0.0-20250505200425-f936aa4a68b2/go.mod h1:49MsLSx0oWMOZqcpB3uL8ZOkAh1+TndpJ8ONoCBWiZk=
 google.golang.org/genproto/googleapis/api v0.0.0-20230525234020-1aefcd67740a/go.mod h1:ts19tUU+Z0ZShN1y3aPyq2+O3d5FUNNgT6FtOzmrNn8=
 google.golang.org/genproto/googleapis/api v0.0.0-20230525234035-dd9d682886f9/go.mod h1:vHYtlOoi6TsQ3Uk2yxR7NI5z8uoV+3pZtR4jmHIkRig=
-google.golang.org/genproto/googleapis/api v0.0.0-20250115164207-1a7da9e5054f h1:gap6+3Gk41EItBuyi4XX/bp4oqJ3UwuIMl25yGinuAA=
-google.golang.org/genproto/googleapis/api v0.0.0-20250115164207-1a7da9e5054f/go.mod h1:Ic02D47M+zbarjYYUlK57y316f2MoN0gjAwI3f2S95o=
+google.golang.org/genproto/googleapis/api v0.0.0-20250603155806-513f23925822 h1:oWVWY3NzT7KJppx2UKhKmzPq4SRe0LdCijVRwvGeikY=
+google.golang.org/genproto/googleapis/api v0.0.0-20250603155806-513f23925822/go.mod h1:h3c4v36UTKzUiuaOKQ6gr3S+0hovBtUrXzTG/i3+XEc=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20230525234015-3fc162c6f38a/go.mod h1:xURIpW9ES5+/GZhnV6beoEtxQrnkRGIfP5VQG2tCBLc=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20230525234030-28d5490b6b19/go.mod h1:66JfowdXAEgad5O9NnYcsNPLCPZJD++2L9X0PCMODrA=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20250115164207-1a7da9e5054f h1:OxYkA3wjPsZyBylwymxSHa7ViiW1Sml4ToBrncvFehI=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20250115164207-1a7da9e5054f/go.mod h1:+2Yz8+CLJbIfL9z73EW45avw8Lmge3xVElCP9zEKi50=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250603155806-513f23925822 h1:fc6jSaCT0vBduLYZHYrBBNY4dsWuvgyff9noRNDdBeE=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250603155806-513f23925822/go.mod h1:qQ0YXyHHx3XkvlzUtpXDkS29lDSafHMZBAZDc03LQ3A=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38=
 google.golang.org/grpc v1.21.1/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM=
@@ -2170,8 +2182,8 @@ google.golang.org/grpc v1.50.1/go.mod h1:ZgQEeidpAuNRZ8iRrlBKXZQP1ghovWIVhdJRyCD
 google.golang.org/grpc v1.51.0/go.mod h1:wgNDFcnuBGmxLKI/qn4T+m5BtEBYXJPvibbUPsAIPww=
 google.golang.org/grpc v1.53.0/go.mod h1:OnIrk0ipVdj4N5d9IUoFUx72/VlD7+jUsHwZgwSMQpw=
 google.golang.org/grpc v1.54.0/go.mod h1:PUSEXI6iWghWaB6lXM4knEgpJNu2qUcKfDtNci3EC2g=
-google.golang.org/grpc v1.70.0 h1:pWFv03aZoHzlRKHWicjsZytKAiYCtNS0dHbXnIdq7jQ=
-google.golang.org/grpc v1.70.0/go.mod h1:ofIJqVKDXx/JiXrwr2IG4/zwdH9txy3IlF40RmcJSQw=
+google.golang.org/grpc v1.73.0 h1:VIWSmpI2MegBtTuFt5/JWy2oXxtjJ/e89Z70ImfD2ok=
+google.golang.org/grpc v1.73.0/go.mod h1:50sbHOUqWoCQGI8V2HQLJM0B+LMlIUjNSZmow7EVBQc=
 google.golang.org/grpc/cmd/protoc-gen-go-grpc v1.1.0/go.mod h1:6Kw0yEErY5E/yWrBtf03jp27GLLJujG4z/JK95pnjjw=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
 google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
@@ -2190,8 +2202,8 @@ google.golang.org/protobuf v1.28.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqw
 google.golang.org/protobuf v1.28.1/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
 google.golang.org/protobuf v1.29.1/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
 google.golang.org/protobuf v1.30.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
-google.golang.org/protobuf v1.36.4 h1:6A3ZDJHn/eNqc1i+IdefRzy/9PokBTPvcqMySR7NNIM=
-google.golang.org/protobuf v1.36.4/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
+google.golang.org/protobuf v1.36.6 h1:z1NpPI8ku2WgiWnf+t9wTPsn6eP1L7ksHUlkfLvd9xY=
+google.golang.org/protobuf v1.36.6/go.mod h1:jduwjTPXsFjZGTmRluh+L6NjiWu7pchiJ2/5YcXBHnY=
 gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
@@ -2228,18 +2240,18 @@ honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt
 honnef.co/go/tools v0.0.1-2020.1.3/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
 honnef.co/go/tools v0.0.1-2020.1.4/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
 honnef.co/go/tools v0.1.3/go.mod h1:NgwopIslSNH47DimFoV78dnkksY2EFtX0ajyb3K/las=
-k8s.io/api v0.32.2 h1:bZrMLEkgizC24G9eViHGOPbW+aRo9duEISRIJKfdJuw=
-k8s.io/api v0.32.2/go.mod h1:hKlhk4x1sJyYnHENsrdCWw31FEmCijNGPJO5WzHiJ6Y=
+k8s.io/api v0.32.3 h1:Hw7KqxRusq+6QSplE3NYG4MBxZw1BZnq4aP4cJVINls=
+k8s.io/api v0.32.3/go.mod h1:2wEDTXADtm/HA7CCMD8D8bK4yuBUptzaRhYcYEEYA3k=
 k8s.io/apiextensions-apiserver v0.32.2 h1:2YMk285jWMk2188V2AERy5yDwBYrjgWYggscghPCvV4=
 k8s.io/apiextensions-apiserver v0.32.2/go.mod h1:GPwf8sph7YlJT3H6aKUWtd0E+oyShk/YHWQHf/OOgCA=
-k8s.io/apimachinery v0.32.2 h1:yoQBR9ZGkA6Rgmhbp/yuT9/g+4lxtsGYwW6dR6BDPLQ=
-k8s.io/apimachinery v0.32.2/go.mod h1:GpHVgxoKlTxClKcteaeuF1Ul/lDVb74KpZcxcmLDElE=
+k8s.io/apimachinery v0.32.3 h1:JmDuDarhDmA/Li7j3aPrwhpNBA94Nvk5zLeOge9HH1U=
+k8s.io/apimachinery v0.32.3/go.mod h1:GpHVgxoKlTxClKcteaeuF1Ul/lDVb74KpZcxcmLDElE=
 k8s.io/apiserver v0.32.2 h1:WzyxAu4mvLkQxwD9hGa4ZfExo3yZZaYzoYvvVDlM6vw=
 k8s.io/apiserver v0.32.2/go.mod h1:PEwREHiHNU2oFdte7BjzA1ZyjWjuckORLIK/wLV5goM=
 k8s.io/cli-runtime v0.32.2 h1:aKQR4foh9qeyckKRkNXUccP9moxzffyndZAvr+IXMks=
 k8s.io/cli-runtime v0.32.2/go.mod h1:a/JpeMztz3xDa7GCyyShcwe55p8pbcCVQxvqZnIwXN8=
-k8s.io/client-go v0.32.2 h1:4dYCD4Nz+9RApM2b/3BtVvBHw54QjMFUl1OLcJG5yOA=
-k8s.io/client-go v0.32.2/go.mod h1:fpZ4oJXclZ3r2nDOv+Ux3XcJutfrwjKTCHz2H3sww94=
+k8s.io/client-go v0.32.3 h1:RKPVltzopkSgHS7aS98QdscAgtgah/+zmpAogooIqVU=
+k8s.io/client-go v0.32.3/go.mod h1:3v0+3k4IcT9bXTc4V2rt+d2ZPPG700Xy6Oi0Gdl2PaY=
 k8s.io/component-base v0.32.2 h1:1aUL5Vdmu7qNo4ZsE+569PV5zFatM9hl+lb3dEea2zU=
 k8s.io/component-base v0.32.2/go.mod h1:PXJ61Vx9Lg+P5mS8TLd7bCIr+eMJRQTyXe8KvkrvJq0=
 k8s.io/klog/v2 v2.130.1 h1:n9Xl7H1Xvksem4KFG4PYbdQCQxqc/tTUyrgXaOhHSzk=
--- a/pkg/ai/amazonbedrock.go
+++ b/pkg/ai/amazonbedrock.go
@@ -458,26 +458,25 @@ func (a *AmazonBedRockClient) Configure(config IAIConfig) error {
 		// Get the inference profile details
 		profile, err := a.getInferenceProfile(context.Background(), modelInput)
 		if err != nil {
-			// Instead of using a fallback model, throw an error
 			return fmt.Errorf("failed to get inference profile: %v", err)
-		} else {
-			// Extract the model ID from the inference profile
-			modelID, err := a.extractModelFromInferenceProfile(profile)
-			if err != nil {
-				return fmt.Errorf("failed to extract model ID from inference profile: %v", err)
-			}
-
-			// Find the model configuration for the extracted model ID
-			foundModel, err := a.getModelFromString(modelID)
-			if err != nil {
-				// Instead of using a fallback model, throw an error
-				return fmt.Errorf("failed to find model configuration for %s: %v", modelID, err)
-			}
-			a.model = foundModel
-
-			// Use the inference profile ARN as the model ID for API calls
-			a.model.Config.ModelName = modelInput
 		}
+		// Extract the model ID from the inference profile
+		modelID, err := a.extractModelFromInferenceProfile(profile)
+		if err != nil {
+			return fmt.Errorf("failed to extract model ID from inference profile: %v", err)
+		}
+		// Find the model configuration for the extracted model ID
+		foundModel, err := a.getModelFromString(modelID)
+		if err != nil {
+			// Instead of failing, use a generic config for completion/response
+			// But still warn user
+			return fmt.Errorf("failed to find model configuration for %s: %v", modelID, err)
+		}
+		// Use the found model config for completion/response, but set ModelName to the profile ARN
+		a.model = foundModel
+		a.model.Config.ModelName = modelInput
+		// Mark that we're using an inference profile
+		// (could add a field if needed)
 	} else {
 		// Regular model ID provided
 		foundModel, err := a.getModelFromString(modelInput)
@@ -562,7 +561,8 @@ func (a *AmazonBedRockClient) GetCompletion(ctx context.Context, prompt string)
 		supportedModels[i] = m.Name
 	}

-	if !bedrock_support.IsModelSupported(a.model.Config.ModelName, supportedModels) {
+	// Allow valid inference profile ARNs as supported models
+	if !bedrock_support.IsModelSupported(a.model.Config.ModelName, supportedModels) && !validateInferenceProfileArn(a.model.Config.ModelName) {
 		return "", fmt.Errorf("model '%s' is not supported.\nSupported models:\n%s", a.model.Config.ModelName, func() string {
 			s := ""
 			for _, m := range supportedModels {
--- a/pkg/ai/groq.go
+++ b/pkg/ai/groq.go
@@ -0,0 +1,102 @@
+/*
+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"
+	"net/http"
+	"net/url"
+
+	"github.com/sashabaranov/go-openai"
+)
+
+const groqAIClientName = "groq"
+
+// Default Groq API endpoint (OpenAI-compatible)
+const groqAPIBaseURL = "https://api.groq.com/openai/v1"
+
+type GroqClient struct {
+	nopCloser
+
+	client      *openai.Client
+	model       string
+	temperature float32
+	topP        float32
+}
+
+func (c *GroqClient) Configure(config IAIConfig) error {
+	token := config.GetPassword()
+	defaultConfig := openai.DefaultConfig(token)
+	proxyEndpoint := config.GetProxyEndpoint()
+
+	baseURL := config.GetBaseURL()
+	if baseURL != "" {
+		defaultConfig.BaseURL = baseURL
+	} else {
+		defaultConfig.BaseURL = groqAPIBaseURL
+	}
+
+	transport := &http.Transport{}
+	if proxyEndpoint != "" {
+		proxyUrl, err := url.Parse(proxyEndpoint)
+		if err != nil {
+			return err
+		}
+		transport.Proxy = http.ProxyURL(proxyUrl)
+	}
+
+	customHeaders := config.GetCustomHeaders()
+	defaultConfig.HTTPClient = &http.Client{
+		Transport: &OpenAIHeaderTransport{
+			Origin:  transport,
+			Headers: customHeaders,
+		},
+	}
+
+	client := openai.NewClientWithConfig(defaultConfig)
+	if client == nil {
+		return errors.New("error creating Groq client")
+	}
+	c.client = client
+	c.model = config.GetModel()
+	c.temperature = config.GetTemperature()
+	c.topP = config.GetTopP()
+	return nil
+}
+
+func (c *GroqClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
+	resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
+		Model: c.model,
+		Messages: []openai.ChatCompletionMessage{
+			{
+				Role:    "user",
+				Content: prompt,
+			},
+		},
+		Temperature:      c.temperature,
+		MaxTokens:        maxToken,
+		PresencePenalty:  presencePenalty,
+		FrequencyPenalty: frequencyPenalty,
+		TopP:             c.topP,
+	})
+	if err != nil {
+		return "", err
+	}
+	return resp.Choices[0].Message.Content, nil
+}
+
+func (c *GroqClient) GetName() string {
+	return groqAIClientName
+}
--- a/pkg/ai/iai.go
+++ b/pkg/ai/iai.go
@@ -34,6 +34,7 @@ var (
 		&OCIGenAIClient{},
 		&CustomRestClient{},
 		&IBMWatsonxAIClient{},
+		&GroqClient{},
 	}
 	Backends = []string{
 		openAIClientName,
@@ -50,6 +51,7 @@ var (
 		ociClientName,
 		CustomRestClientName,
 		ibmWatsonxAIClientName,
+		groqAIClientName,
 	}
 )

--- a/pkg/ai/openai.go
+++ b/pkg/ai/openai.go
@@ -95,7 +95,7 @@ func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string) (string
 			},
 		},
 		Temperature:      c.temperature,
-		MaxTokens:        maxToken,
+		MaxCompletionTokens: maxToken,
 		PresencePenalty:  presencePenalty,
 		FrequencyPenalty: frequencyPenalty,
 		TopP:             c.topP,
--- a/pkg/analyzer/analyzer.go
+++ b/pkg/analyzer/analyzer.go
@@ -64,6 +64,7 @@ var additionalAnalyzerMap = map[string]common.IAnalyzer{
 	"InstallPlan":             InstallPlanAnalyzer{},
 	"CatalogSource":           CatalogSourceAnalyzer{},
 	"OperatorGroup":           OperatorGroupAnalyzer{},
+	"CustomResource":          CRDAnalyzer{},
 }

 func ListFilters() ([]string, []string, []string) {
--- a/pkg/analyzer/crd.go
+++ b/pkg/analyzer/crd.go
@@ -0,0 +1,330 @@
+/*
+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 (
+	"fmt"
+	"strings"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/spf13/viper"
+	apiextensionsv1 "k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1"
+	apiextensionsclientset "k8s.io/apiextensions-apiserver/pkg/client/clientset/clientset"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
+	"k8s.io/apimachinery/pkg/runtime/schema"
+)
+
+type CRDAnalyzer struct{}
+
+func (CRDAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
+	// Load CRD analyzer configuration
+	var config common.CRDAnalyzerConfig
+	if err := viper.UnmarshalKey("crd_analyzer", &config); err != nil {
+		// If no config or error, disable the analyzer
+		return nil, nil
+	}
+
+	if !config.Enabled {
+		return nil, nil
+	}
+
+	// Create apiextensions client to discover CRDs
+	apiExtClient, err := apiextensionsclientset.NewForConfig(a.Client.GetConfig())
+	if err != nil {
+		return nil, fmt.Errorf("failed to create apiextensions client: %w", err)
+	}
+
+	// List all CRDs in the cluster
+	crdList, err := apiExtClient.ApiextensionsV1().CustomResourceDefinitions().List(a.Context, metav1.ListOptions{})
+	if err != nil {
+		return nil, fmt.Errorf("failed to list CRDs: %w", err)
+	}
+
+	var results []common.Result
+
+	// Process each CRD
+	for _, crd := range crdList.Items {
+		// Check if CRD should be excluded
+		if shouldExcludeCRD(crd.Name, config.Exclude) {
+			continue
+		}
+
+		// Get the CRD configuration (if specified)
+		crdConfig := getCRDConfig(crd.Name, config.Include)
+
+		// Analyze resources for this CRD
+		crdResults, err := analyzeCRDResources(a, crd, crdConfig)
+		if err != nil {
+			// Log error but continue with other CRDs
+			continue
+		}
+
+		results = append(results, crdResults...)
+	}
+
+	return results, nil
+}
+
+// shouldExcludeCRD checks if a CRD should be excluded from analysis
+func shouldExcludeCRD(crdName string, excludeList []common.CRDExcludeConfig) bool {
+	for _, exclude := range excludeList {
+		if exclude.Name == crdName {
+			return true
+		}
+	}
+	return false
+}
+
+// getCRDConfig returns the configuration for a specific CRD if it exists
+func getCRDConfig(crdName string, includeList []common.CRDIncludeConfig) *common.CRDIncludeConfig {
+	for _, include := range includeList {
+		if include.Name == crdName {
+			return &include
+		}
+	}
+	return nil
+}
+
+// analyzeCRDResources analyzes all instances of a CRD
+func analyzeCRDResources(a common.Analyzer, crd apiextensionsv1.CustomResourceDefinition, config *common.CRDIncludeConfig) ([]common.Result, error) {
+	if a.Client.GetDynamicClient() == nil {
+		return nil, fmt.Errorf("dynamic client is nil")
+	}
+
+	// Get the preferred version (typically the storage version)
+	var version string
+	for _, v := range crd.Spec.Versions {
+		if v.Storage {
+			version = v.Name
+			break
+		}
+	}
+	if version == "" && len(crd.Spec.Versions) > 0 {
+		version = crd.Spec.Versions[0].Name
+	}
+
+	// Construct GVR
+	gvr := schema.GroupVersionResource{
+		Group:    crd.Spec.Group,
+		Version:  version,
+		Resource: crd.Spec.Names.Plural,
+	}
+
+	// List resources
+	var list *unstructured.UnstructuredList
+	var err error
+	if crd.Spec.Scope == apiextensionsv1.NamespaceScoped {
+		if a.Namespace != "" {
+			list, err = a.Client.GetDynamicClient().Resource(gvr).Namespace(a.Namespace).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
+		} else {
+			list, err = a.Client.GetDynamicClient().Resource(gvr).Namespace(metav1.NamespaceAll).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
+		}
+	} else {
+		// Cluster-scoped
+		list, err = a.Client.GetDynamicClient().Resource(gvr).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
+	}
+
+	if err != nil {
+		return nil, err
+	}
+
+	var results []common.Result
+
+	// Analyze each resource instance
+	for _, item := range list.Items {
+		failures := analyzeResource(item, crd, config)
+		if len(failures) > 0 {
+			resourceName := item.GetName()
+			if item.GetNamespace() != "" {
+				resourceName = item.GetNamespace() + "/" + resourceName
+			}
+
+			results = append(results, common.Result{
+				Kind:  crd.Spec.Names.Kind,
+				Name:  resourceName,
+				Error: failures,
+			})
+		}
+	}
+
+	return results, nil
+}
+
+// analyzeResource analyzes a single CR instance for issues
+func analyzeResource(item unstructured.Unstructured, crd apiextensionsv1.CustomResourceDefinition, config *common.CRDIncludeConfig) []common.Failure {
+	var failures []common.Failure
+
+	// Check for deletion with finalizers (resource stuck in deletion)
+	if item.GetDeletionTimestamp() != nil && len(item.GetFinalizers()) > 0 {
+		failures = append(failures, common.Failure{
+			Text: fmt.Sprintf("Resource is being deleted but has finalizers: %v", item.GetFinalizers()),
+		})
+	}
+
+	// If custom config is provided, use it
+	if config != nil {
+		configFailures := analyzeWithConfig(item, config)
+		failures = append(failures, configFailures...)
+		return failures
+	}
+
+	// Otherwise, use generic health checks based on common patterns
+	genericFailures := analyzeGenericHealth(item)
+	failures = append(failures, genericFailures...)
+
+	return failures
+}
+
+// analyzeWithConfig analyzes a resource using custom configuration
+func analyzeWithConfig(item unstructured.Unstructured, config *common.CRDIncludeConfig) []common.Failure {
+	var failures []common.Failure
+
+	// Check ReadyCondition if specified
+	if config.ReadyCondition != nil {
+		conditions, found, err := unstructured.NestedSlice(item.Object, "status", "conditions")
+		if !found || err != nil {
+			failures = append(failures, common.Failure{
+				Text: "Expected status.conditions not found",
+			})
+			return failures
+		}
+
+		ready := false
+		var conditionMessages []string
+		for _, cond := range conditions {
+			condMap, ok := cond.(map[string]interface{})
+			if !ok {
+				continue
+			}
+
+			condType, _, _ := unstructured.NestedString(condMap, "type")
+			status, _, _ := unstructured.NestedString(condMap, "status")
+			message, _, _ := unstructured.NestedString(condMap, "message")
+
+			if condType == config.ReadyCondition.Type {
+				if status == config.ReadyCondition.ExpectedStatus {
+					ready = true
+				} else {
+					conditionMessages = append(conditionMessages, fmt.Sprintf("%s=%s: %s", condType, status, message))
+				}
+			}
+		}
+
+		if !ready {
+			msg := fmt.Sprintf("Ready condition not met: expected %s=%s", config.ReadyCondition.Type, config.ReadyCondition.ExpectedStatus)
+			if len(conditionMessages) > 0 {
+				msg += "; " + strings.Join(conditionMessages, "; ")
+			}
+			failures = append(failures, common.Failure{
+				Text: msg,
+			})
+		}
+	}
+
+	// Check ExpectedValue if specified and StatusPath provided
+	if config.ExpectedValue != "" && config.StatusPath != "" {
+		pathParts := strings.Split(config.StatusPath, ".")
+		// Remove leading dot if present
+		if len(pathParts) > 0 && pathParts[0] == "" {
+			pathParts = pathParts[1:]
+		}
+
+		actualValue, found, err := unstructured.NestedString(item.Object, pathParts...)
+		if !found || err != nil {
+			failures = append(failures, common.Failure{
+				Text: fmt.Sprintf("Expected field %s not found", config.StatusPath),
+			})
+		} else if actualValue != config.ExpectedValue {
+			failures = append(failures, common.Failure{
+				Text: fmt.Sprintf("Field %s has value '%s', expected '%s'", config.StatusPath, actualValue, config.ExpectedValue),
+			})
+		}
+	}
+
+	return failures
+}
+
+// analyzeGenericHealth applies generic health checks based on common Kubernetes patterns
+func analyzeGenericHealth(item unstructured.Unstructured) []common.Failure {
+	var failures []common.Failure
+
+	// Check for status.conditions (common pattern)
+	conditions, found, err := unstructured.NestedSlice(item.Object, "status", "conditions")
+	if found && err == nil && len(conditions) > 0 {
+		for _, cond := range conditions {
+			condMap, ok := cond.(map[string]interface{})
+			if !ok {
+				continue
+			}
+
+			condType, _, _ := unstructured.NestedString(condMap, "type")
+			status, _, _ := unstructured.NestedString(condMap, "status")
+			reason, _, _ := unstructured.NestedString(condMap, "reason")
+			message, _, _ := unstructured.NestedString(condMap, "message")
+
+			// Check for common failure patterns
+			if condType == "Ready" && status != "True" {
+				msg := fmt.Sprintf("Condition Ready is %s", status)
+				if reason != "" {
+					msg += fmt.Sprintf(" (reason: %s)", reason)
+				}
+				if message != "" {
+					msg += fmt.Sprintf(": %s", message)
+				}
+				failures = append(failures, common.Failure{Text: msg})
+			} else if strings.Contains(strings.ToLower(condType), "failed") && status == "True" {
+				msg := fmt.Sprintf("Condition %s is True", condType)
+				if message != "" {
+					msg += fmt.Sprintf(": %s", message)
+				}
+				failures = append(failures, common.Failure{Text: msg})
+			}
+		}
+	}
+
+	// Check for status.phase (common pattern)
+	phase, found, _ := unstructured.NestedString(item.Object, "status", "phase")
+	if found && phase != "" {
+		lowerPhase := strings.ToLower(phase)
+		if lowerPhase == "failed" || lowerPhase == "error" {
+			failures = append(failures, common.Failure{
+				Text: fmt.Sprintf("Resource phase is %s", phase),
+			})
+		}
+	}
+
+	// Check for status.health.status (ArgoCD pattern)
+	healthStatus, found, _ := unstructured.NestedString(item.Object, "status", "health", "status")
+	if found && healthStatus != "" {
+		if healthStatus != "Healthy" && healthStatus != "Unknown" {
+			failures = append(failures, common.Failure{
+				Text: fmt.Sprintf("Health status is %s", healthStatus),
+			})
+		}
+	}
+
+	// Check for status.state (common pattern)
+	state, found, _ := unstructured.NestedString(item.Object, "status", "state")
+	if found && state != "" {
+		lowerState := strings.ToLower(state)
+		if lowerState == "failed" || lowerState == "error" {
+			failures = append(failures, common.Failure{
+				Text: fmt.Sprintf("Resource state is %s", state),
+			})
+		}
+	}
+
+	return failures
+}
--- a/pkg/analyzer/crd_test.go
+++ b/pkg/analyzer/crd_test.go
@@ -0,0 +1,410 @@
+/*
+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"
+	"strings"
+	"testing"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/spf13/viper"
+	apiextensionsv1 "k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
+	"k8s.io/client-go/rest"
+)
+
+// TestCRDAnalyzer_Disabled tests that analyzer returns nil when disabled
+func TestCRDAnalyzer_Disabled(t *testing.T) {
+	viper.Reset()
+	viper.Set("crd_analyzer", map[string]interface{}{
+		"enabled": false,
+	})
+
+	a := common.Analyzer{
+		Context: context.TODO(),
+		Client:  &kubernetes.Client{},
+	}
+
+	res, err := (CRDAnalyzer{}).Analyze(a)
+	if err != nil {
+		t.Fatalf("Analyze error: %v", err)
+	}
+	if res != nil {
+		t.Fatalf("expected nil result when disabled, got %d results", len(res))
+	}
+}
+
+// TestCRDAnalyzer_NoConfig tests that analyzer returns nil when no config exists
+func TestCRDAnalyzer_NoConfig(t *testing.T) {
+	viper.Reset()
+
+	a := common.Analyzer{
+		Context: context.TODO(),
+		Client:  &kubernetes.Client{},
+	}
+
+	res, err := (CRDAnalyzer{}).Analyze(a)
+	if err != nil {
+		t.Fatalf("Analyze error: %v", err)
+	}
+	if res != nil {
+		t.Fatalf("expected nil result when no config, got %d results", len(res))
+	}
+}
+
+// TestAnalyzeGenericHealth_ReadyConditionFalse tests detection of Ready=False condition
+func TestAnalyzeGenericHealth_ReadyConditionFalse(t *testing.T) {
+	item := unstructured.Unstructured{
+		Object: map[string]interface{}{
+			"apiVersion": "cert-manager.io/v1",
+			"kind":       "Certificate",
+			"metadata": map[string]interface{}{
+				"name":      "example-cert",
+				"namespace": "default",
+			},
+			"status": map[string]interface{}{
+				"conditions": []interface{}{
+					map[string]interface{}{
+						"type":    "Ready",
+						"status":  "False",
+						"reason":  "Failed",
+						"message": "Certificate issuance failed",
+					},
+				},
+			},
+		},
+	}
+
+	failures := analyzeGenericHealth(item)
+	if len(failures) != 1 {
+		t.Fatalf("expected 1 failure, got %d", len(failures))
+	}
+	if !strings.Contains(failures[0].Text, "Ready is False") {
+		t.Errorf("expected 'Ready is False' in failure text, got: %s", failures[0].Text)
+	}
+	if !strings.Contains(failures[0].Text, "Failed") {
+		t.Errorf("expected 'Failed' reason in failure text, got: %s", failures[0].Text)
+	}
+}
+
+// TestAnalyzeGenericHealth_FailedPhase tests detection of Failed phase
+func TestAnalyzeGenericHealth_FailedPhase(t *testing.T) {
+	item := unstructured.Unstructured{
+		Object: map[string]interface{}{
+			"apiVersion": "example.io/v1",
+			"kind":       "CustomJob",
+			"metadata": map[string]interface{}{
+				"name":      "failed-job",
+				"namespace": "default",
+			},
+			"status": map[string]interface{}{
+				"phase": "Failed",
+			},
+		},
+	}
+
+	failures := analyzeGenericHealth(item)
+	if len(failures) != 1 {
+		t.Fatalf("expected 1 failure, got %d", len(failures))
+	}
+	if !strings.Contains(failures[0].Text, "phase is Failed") {
+		t.Errorf("expected 'phase is Failed' in failure text, got: %s", failures[0].Text)
+	}
+}
+
+// TestAnalyzeGenericHealth_UnhealthyHealthStatus tests ArgoCD-style health status
+func TestAnalyzeGenericHealth_UnhealthyHealthStatus(t *testing.T) {
+	item := unstructured.Unstructured{
+		Object: map[string]interface{}{
+			"apiVersion": "argoproj.io/v1alpha1",
+			"kind":       "Application",
+			"metadata": map[string]interface{}{
+				"name":      "my-app",
+				"namespace": "argocd",
+			},
+			"status": map[string]interface{}{
+				"health": map[string]interface{}{
+					"status": "Degraded",
+				},
+			},
+		},
+	}
+
+	failures := analyzeGenericHealth(item)
+	if len(failures) != 1 {
+		t.Fatalf("expected 1 failure, got %d", len(failures))
+	}
+	if !strings.Contains(failures[0].Text, "Health status is Degraded") {
+		t.Errorf("expected 'Health status is Degraded' in failure text, got: %s", failures[0].Text)
+	}
+}
+
+// TestAnalyzeGenericHealth_HealthyResource tests that healthy resources are not flagged
+func TestAnalyzeGenericHealth_HealthyResource(t *testing.T) {
+	item := unstructured.Unstructured{
+		Object: map[string]interface{}{
+			"apiVersion": "cert-manager.io/v1",
+			"kind":       "Certificate",
+			"metadata": map[string]interface{}{
+				"name":      "healthy-cert",
+				"namespace": "default",
+			},
+			"status": map[string]interface{}{
+				"conditions": []interface{}{
+					map[string]interface{}{
+						"type":   "Ready",
+						"status": "True",
+					},
+				},
+			},
+		},
+	}
+
+	failures := analyzeGenericHealth(item)
+	if len(failures) != 0 {
+		t.Fatalf("expected 0 failures for healthy resource, got %d", len(failures))
+	}
+}
+
+// TestAnalyzeResource_DeletionWithFinalizers tests detection of stuck deletion
+func TestAnalyzeResource_DeletionWithFinalizers(t *testing.T) {
+	deletionTimestamp := metav1.Now()
+	item := unstructured.Unstructured{
+		Object: map[string]interface{}{
+			"apiVersion": "example.io/v1",
+			"kind":       "CustomResource",
+			"metadata": map[string]interface{}{
+				"name":              "stuck-resource",
+				"namespace":         "default",
+				"deletionTimestamp": deletionTimestamp.Format("2006-01-02T15:04:05Z"),
+				"finalizers":        []interface{}{"example.io/finalizer"},
+			},
+		},
+	}
+	item.SetDeletionTimestamp(&deletionTimestamp)
+	item.SetFinalizers([]string{"example.io/finalizer"})
+
+	crd := apiextensionsv1.CustomResourceDefinition{}
+	failures := analyzeResource(item, crd, nil)
+
+	if len(failures) != 1 {
+		t.Fatalf("expected 1 failure for stuck deletion, got %d", len(failures))
+	}
+	if !strings.Contains(failures[0].Text, "being deleted") {
+		t.Errorf("expected 'being deleted' in failure text, got: %s", failures[0].Text)
+	}
+	if !strings.Contains(failures[0].Text, "finalizers") {
+		t.Errorf("expected 'finalizers' in failure text, got: %s", failures[0].Text)
+	}
+}
+
+// TestAnalyzeWithConfig_ReadyConditionCheck tests custom ready condition checking
+func TestAnalyzeWithConfig_ReadyConditionCheck(t *testing.T) {
+	item := unstructured.Unstructured{
+		Object: map[string]interface{}{
+			"apiVersion": "cert-manager.io/v1",
+			"kind":       "Certificate",
+			"metadata": map[string]interface{}{
+				"name":      "test-cert",
+				"namespace": "default",
+			},
+			"status": map[string]interface{}{
+				"conditions": []interface{}{
+					map[string]interface{}{
+						"type":    "Ready",
+						"status":  "False",
+						"message": "Certificate not issued",
+					},
+				},
+			},
+		},
+	}
+
+	config := &common.CRDIncludeConfig{
+		ReadyCondition: &common.CRDReadyCondition{
+			Type:           "Ready",
+			ExpectedStatus: "True",
+		},
+	}
+
+	failures := analyzeWithConfig(item, config)
+	if len(failures) != 1 {
+		t.Fatalf("expected 1 failure, got %d", len(failures))
+	}
+	if !strings.Contains(failures[0].Text, "Ready condition not met") {
+		t.Errorf("expected 'Ready condition not met' in failure text, got: %s", failures[0].Text)
+	}
+}
+
+// TestAnalyzeWithConfig_ExpectedValueCheck tests custom status path value checking
+func TestAnalyzeWithConfig_ExpectedValueCheck(t *testing.T) {
+	item := unstructured.Unstructured{
+		Object: map[string]interface{}{
+			"apiVersion": "argoproj.io/v1alpha1",
+			"kind":       "Application",
+			"metadata": map[string]interface{}{
+				"name":      "my-app",
+				"namespace": "argocd",
+			},
+			"status": map[string]interface{}{
+				"health": map[string]interface{}{
+					"status": "Degraded",
+				},
+			},
+		},
+	}
+
+	config := &common.CRDIncludeConfig{
+		StatusPath:    "status.health.status",
+		ExpectedValue: "Healthy",
+	}
+
+	failures := analyzeWithConfig(item, config)
+	if len(failures) != 1 {
+		t.Fatalf("expected 1 failure, got %d", len(failures))
+	}
+	if !strings.Contains(failures[0].Text, "Degraded") {
+		t.Errorf("expected 'Degraded' in failure text, got: %s", failures[0].Text)
+	}
+	if !strings.Contains(failures[0].Text, "expected 'Healthy'") {
+		t.Errorf("expected 'expected Healthy' in failure text, got: %s", failures[0].Text)
+	}
+}
+
+// TestShouldExcludeCRD tests exclusion logic
+func TestShouldExcludeCRD(t *testing.T) {
+	excludeList := []common.CRDExcludeConfig{
+		{Name: "kafkatopics.kafka.strimzi.io"},
+		{Name: "prometheuses.monitoring.coreos.com"},
+	}
+
+	if !shouldExcludeCRD("kafkatopics.kafka.strimzi.io", excludeList) {
+		t.Error("expected kafkatopics to be excluded")
+	}
+
+	if shouldExcludeCRD("certificates.cert-manager.io", excludeList) {
+		t.Error("expected certificates not to be excluded")
+	}
+}
+
+// TestGetCRDConfig tests configuration retrieval
+func TestGetCRDConfig(t *testing.T) {
+	includeList := []common.CRDIncludeConfig{
+		{
+			Name:       "certificates.cert-manager.io",
+			StatusPath: "status.conditions",
+			ReadyCondition: &common.CRDReadyCondition{
+				Type:           "Ready",
+				ExpectedStatus: "True",
+			},
+		},
+	}
+
+	config := getCRDConfig("certificates.cert-manager.io", includeList)
+	if config == nil {
+		t.Fatal("expected config to be found")
+	}
+	if config.StatusPath != "status.conditions" {
+		t.Errorf("expected StatusPath 'status.conditions', got %s", config.StatusPath)
+	}
+
+	config = getCRDConfig("nonexistent.crd.io", includeList)
+	if config != nil {
+		t.Error("expected nil config for non-existent CRD")
+	}
+}
+
+// TestAnalyzeGenericHealth_MultipleConditionTypes tests handling multiple condition types
+func TestAnalyzeGenericHealth_MultipleConditionTypes(t *testing.T) {
+	item := unstructured.Unstructured{
+		Object: map[string]interface{}{
+			"apiVersion": "example.io/v1",
+			"kind":       "CustomResource",
+			"metadata": map[string]interface{}{
+				"name":      "multi-cond",
+				"namespace": "default",
+			},
+			"status": map[string]interface{}{
+				"conditions": []interface{}{
+					map[string]interface{}{
+						"type":   "Available",
+						"status": "True",
+					},
+					map[string]interface{}{
+						"type":    "Ready",
+						"status":  "False",
+						"reason":  "Pending",
+						"message": "Waiting for dependencies",
+					},
+				},
+			},
+		},
+	}
+
+	failures := analyzeGenericHealth(item)
+	if len(failures) != 1 {
+		t.Fatalf("expected 1 failure (Ready=False), got %d", len(failures))
+	}
+	if !strings.Contains(failures[0].Text, "Ready is False") {
+		t.Errorf("expected 'Ready is False' in failure text, got: %s", failures[0].Text)
+	}
+}
+
+// TestAnalyzeGenericHealth_NoStatusFields tests resource without any status fields
+func TestAnalyzeGenericHealth_NoStatusFields(t *testing.T) {
+	item := unstructured.Unstructured{
+		Object: map[string]interface{}{
+			"apiVersion": "example.io/v1",
+			"kind":       "CustomResource",
+			"metadata": map[string]interface{}{
+				"name":      "no-status",
+				"namespace": "default",
+			},
+		},
+	}
+
+	failures := analyzeGenericHealth(item)
+	if len(failures) != 0 {
+		t.Fatalf("expected 0 failures for resource without status, got %d", len(failures))
+	}
+}
+
+// TestCRDAnalyzer_NilClientConfig tests that the analyzer handles errors gracefully
+func TestCRDAnalyzer_NilClientConfig(t *testing.T) {
+	viper.Reset()
+	viper.Set("crd_analyzer", map[string]interface{}{
+		"enabled": true,
+	})
+
+	// Create a client with a config that will cause an error when trying to create apiextensions client
+	a := common.Analyzer{
+		Context: context.TODO(),
+		Client:  &kubernetes.Client{Config: &rest.Config{}},
+	}
+
+	// The analyzer should handle the error gracefully without panicking
+	results, err := (CRDAnalyzer{}).Analyze(a)
+	
+	// We expect either an error or no results, but no panic
+	if err != nil {
+		// Error is expected in this case - that's fine
+		if results != nil {
+			t.Errorf("Expected nil results when error occurs, got %v", results)
+		}
+	}
+	// The important thing is that we didn't panic
+}
--- a/pkg/cache/cache_test.go
+++ b/pkg/cache/cache_test.go
@@ -0,0 +1,60 @@
+package cache
+
+import (
+    "os"
+    "testing"
+
+    "github.com/spf13/viper"
+    "github.com/stretchr/testify/require"
+)
+
+func TestNewReturnsExpectedCache(t *testing.T) {
+    require.IsType(t, &FileBasedCache{}, New("file"))
+    require.IsType(t, &AzureCache{}, New("azure"))
+    require.IsType(t, &GCSCache{}, New("gcs"))
+    require.IsType(t, &S3Cache{}, New("s3"))
+    require.IsType(t, &InterplexCache{}, New("interplex"))
+    // default fallback
+    require.IsType(t, &FileBasedCache{}, New("unknown"))
+}
+
+func TestNewCacheProvider_InterplexAndInvalid(t *testing.T) {
+    // valid: interplex
+    cp, err := NewCacheProvider("interplex", "", "", "localhost:1", "", "", "", false)
+    require.NoError(t, err)
+    require.Equal(t, "interplex", cp.CurrentCacheType)
+    require.Equal(t, "localhost:1", cp.Interplex.ConnectionString)
+
+    // invalid type
+    _, err = NewCacheProvider("not-a-type", "", "", "", "", "", "", false)
+    require.Error(t, err)
+}
+
+func TestAddRemoveRemoteCacheAndGet(t *testing.T) {
+    // isolate viper with temp config file
+    tmpFile, err := os.CreateTemp("", "k8sgpt-cache-config-*.yaml")
+    require.NoError(t, err)
+    defer func() {
+        _ = os.Remove(tmpFile.Name())
+    }()
+    viper.Reset()
+    viper.SetConfigFile(tmpFile.Name())
+
+    // add interplex remote cache
+    cp := CacheProvider{}
+    cp.CurrentCacheType = "interplex"
+    cp.Interplex.ConnectionString = "localhost:1"
+    require.NoError(t, AddRemoteCache(cp))
+
+    // read back via GetCacheConfiguration
+    c, err := GetCacheConfiguration()
+    require.NoError(t, err)
+    require.IsType(t, &InterplexCache{}, c)
+
+    // remove remote cache
+    require.NoError(t, RemoveRemoteCache())
+    // now default should be file-based
+    c2, err := GetCacheConfiguration()
+    require.NoError(t, err)
+    require.IsType(t, &FileBasedCache{}, c2)
+}
--- a/pkg/cache/file_based_test.go
+++ b/pkg/cache/file_based_test.go
@@ -0,0 +1,77 @@
+package cache
+
+import (
+    "os"
+    "path/filepath"
+    "testing"
+
+    "github.com/adrg/xdg"
+    "github.com/stretchr/testify/require"
+)
+
+// withTempCacheHome sets XDG_CACHE_HOME to a temp dir for test isolation.
+func withTempCacheHome(t *testing.T) func() {
+    t.Helper()
+    tmp, err := os.MkdirTemp("", "k8sgpt-cache-test-*")
+    require.NoError(t, err)
+    old := os.Getenv("XDG_CACHE_HOME")
+    require.NoError(t, os.Setenv("XDG_CACHE_HOME", tmp))
+    return func() {
+        _ = os.Setenv("XDG_CACHE_HOME", old)
+        _ = os.RemoveAll(tmp)
+    }
+}
+
+func TestFileBasedCache_BasicOps(t *testing.T) {
+    cleanup := withTempCacheHome(t)
+    defer cleanup()
+
+    c := &FileBasedCache{}
+    // Configure should be a no-op
+    require.NoError(t, c.Configure(CacheProvider{}))
+    require.Equal(t, "file", c.GetName())
+    require.False(t, c.IsCacheDisabled())
+    c.DisableCache()
+    require.True(t, c.IsCacheDisabled())
+
+    key := "testkey"
+    data := "hello"
+
+    // Store
+    require.NoError(t, c.Store(key, data))
+
+    // Exists
+    require.True(t, c.Exists(key))
+
+    // Load
+    got, err := c.Load(key)
+    require.NoError(t, err)
+    require.Equal(t, data, got)
+
+    // List should include our key file
+    items, err := c.List()
+    require.NoError(t, err)
+    // ensure at least one item and that one matches our key
+    found := false
+    for _, it := range items {
+        if it.Name == key {
+            found = true
+            break
+        }
+    }
+    require.True(t, found)
+
+    // Remove
+    require.NoError(t, c.Remove(key))
+    require.False(t, c.Exists(key))
+}
+
+func TestFileBasedCache_PathShape(t *testing.T) {
+    cleanup := withTempCacheHome(t)
+    defer cleanup()
+    // Verify xdg.CacheFile path shape (directory and filename)
+    p, err := xdg.CacheFile(filepath.Join("k8sgpt", "abc"))
+    require.NoError(t, err)
+    require.Equal(t, "abc", filepath.Base(p))
+    require.Contains(t, p, "k8sgpt")
+}
--- a/pkg/cache/interplex_based_test.go
+++ b/pkg/cache/interplex_based_test.go
@@ -18,18 +18,31 @@ func TestInterplexCache(t *testing.T) {
 	}

 	// Mock GRPC server setup
+	errChan := make(chan error, 1)
 	go func() {
 		lis, err := net.Listen("tcp", ":50051")
 		if err != nil {
-			t.Fatalf("failed to listen: %v", err)
+			errChan <- err
+			return
 		}
 		s := grpc.NewServer()
 		rpc.RegisterCacheServiceServer(s, &mockCacheService{})
 		if err := s.Serve(lis); err != nil {
-			t.Fatalf("failed to serve: %v", err)
+			errChan <- err
+			return
 		}
 	}()

+	// Check if server startup failed
+	select {
+	case err := <-errChan:
+		if err != nil {
+			t.Fatalf("failed to start mock server: %v", err)
+		}
+	default:
+		// Server started successfully
+	}
+
 	t.Run("TestStore", func(t *testing.T) {
 		err := cache.Store("key1", "value1")
 		if err != nil {
--- a/pkg/common/types.go
+++ b/pkg/common/types.go
@@ -97,6 +97,32 @@ type Sensitive struct {
 	Masked   string
 }

+// CRDAnalyzerConfig defines the configuration for the generic CRD analyzer
+type CRDAnalyzerConfig struct {
+	Enabled bool                 `yaml:"enabled" json:"enabled"`
+	Include []CRDIncludeConfig   `yaml:"include" json:"include"`
+	Exclude []CRDExcludeConfig   `yaml:"exclude" json:"exclude"`
+}
+
+// CRDIncludeConfig defines configuration for a specific CRD to analyze
+type CRDIncludeConfig struct {
+	Name            string                  `yaml:"name" json:"name"`
+	StatusPath      string                  `yaml:"statusPath" json:"statusPath"`
+	ReadyCondition  *CRDReadyCondition      `yaml:"readyCondition" json:"readyCondition"`
+	ExpectedValue   string                  `yaml:"expectedValue" json:"expectedValue"`
+}
+
+// CRDReadyCondition defines the expected ready condition
+type CRDReadyCondition struct {
+	Type           string `yaml:"type" json:"type"`
+	ExpectedStatus string `yaml:"expectedStatus" json:"expectedStatus"`
+}
+
+// CRDExcludeConfig defines a CRD to exclude from analysis
+type CRDExcludeConfig struct {
+	Name string `yaml:"name" json:"name"`
+}
+
 type (
 	SourceType                  string
 	AvailabilityMode            string
--- a/pkg/custom/client_test.go
+++ b/pkg/custom/client_test.go
@@ -0,0 +1,41 @@
+package custom
+
+import (
+    "context"
+    "testing"
+
+    schemav1 "buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go/schema/v1"
+    "github.com/stretchr/testify/require"
+    "google.golang.org/grpc"
+)
+
+// mockAnalyzerClient implements rpc.CustomAnalyzerServiceClient for testing
+type mockAnalyzerClient struct{
+    resp *schemav1.RunResponse
+    err error
+}
+
+func (m *mockAnalyzerClient) Run(ctx context.Context, in *schemav1.RunRequest, opts ...grpc.CallOption) (*schemav1.RunResponse, error) {
+    return m.resp, m.err
+}
+
+func TestClientRunMapsResponse(t *testing.T) {
+    // prepare fake response
+    resp := &schemav1.RunResponse{
+        Result: &schemav1.Result{
+            Name:         "AnalyzerA",
+            Kind:         "Pod",
+            Details:      "details",
+            ParentObject: "Deployment/foo",
+        },
+    }
+    cli := &Client{analyzerClient: &mockAnalyzerClient{resp: resp}}
+
+    got, err := cli.Run()
+    require.NoError(t, err)
+    require.Equal(t, "AnalyzerA", got.Name)
+    require.Equal(t, "Pod", got.Kind)
+    require.Equal(t, "details", got.Details)
+    require.Equal(t, "Deployment/foo", got.ParentObject)
+    require.Len(t, got.Error, 0)
+}
--- a/pkg/server/mcp.go
+++ b/pkg/server/mcp.go
@@ -28,6 +28,7 @@ import (
 	"github.com/mark3labs/mcp-go/server"
 	"github.com/spf13/viper"
 	"go.uber.org/zap"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 )

 // K8sGptMCPServer represents an MCP server for k8sgpt
@@ -67,6 +68,8 @@ func NewMCPServer(port string, aiProvider *ai.AIProvider, useHTTP bool, logger *
 		// Create HTTP server with streamable transport
 		httpOpts := []server.StreamableHTTPOption{
 			server.WithLogger(&zapLoggerAdapter{logger: logger}),
+			// Enable stateless mode for one-off tool invocations without session management
+			server.WithStateLess(true),
 		}

 		httpServer := server.NewStreamableHTTPServer(mcpServer, httpOpts...)
@@ -218,6 +221,122 @@ func (s *K8sGptMCPServer) registerToolsAndResources() error {
 		),
 	)
 	s.server.AddTool(configTool, s.handleConfig)
+
+	// Register resource listing tools
+	listResourcesTool := mcp.NewTool("list-resources",
+		mcp.WithDescription("List Kubernetes resources of a specific type (pods, deployments, services, nodes, etc.)"),
+		mcp.WithString("resourceType",
+			mcp.Required(),
+			mcp.Description("Type of resource to list (e.g., pods, deployments, services, nodes, jobs, etc.)"),
+		),
+		mcp.WithString("namespace",
+			mcp.Description("Namespace to list resources from (empty for all or cluster-scoped resources)"),
+		),
+		mcp.WithString("labelSelector",
+			mcp.Description("Label selector to filter resources (e.g., 'app=myapp')"),
+		),
+	)
+	s.server.AddTool(listResourcesTool, s.handleListResources)
+
+	// Register get resource tool
+	getResourceTool := mcp.NewTool("get-resource",
+		mcp.WithDescription("Get detailed information about a specific Kubernetes resource"),
+		mcp.WithString("resourceType",
+			mcp.Required(),
+			mcp.Description("Type of resource (e.g., pod, deployment, service)"),
+		),
+		mcp.WithString("name",
+			mcp.Required(),
+			mcp.Description("Name of the resource"),
+		),
+		mcp.WithString("namespace",
+			mcp.Description("Namespace of the resource (required for namespaced resources)"),
+		),
+	)
+	s.server.AddTool(getResourceTool, s.handleGetResource)
+
+	// Register list namespaces tool
+	listNamespacesTool := mcp.NewTool("list-namespaces",
+		mcp.WithDescription("List all namespaces in the cluster"),
+	)
+	s.server.AddTool(listNamespacesTool, s.handleListNamespaces)
+
+	// Register list events tool
+	listEventsTool := mcp.NewTool("list-events",
+		mcp.WithDescription("List Kubernetes events for debugging and troubleshooting"),
+		mcp.WithString("namespace",
+			mcp.Description("Namespace to list events from (empty for all namespaces)"),
+		),
+		mcp.WithString("involvedObjectName",
+			mcp.Description("Filter events by involved object name (e.g., pod name)"),
+		),
+		mcp.WithString("involvedObjectKind",
+			mcp.Description("Filter events by involved object kind (e.g., Pod, Deployment)"),
+		),
+		mcp.WithNumber("limit",
+			mcp.Description("Maximum number of events to return (default: 100)"),
+		),
+	)
+	s.server.AddTool(listEventsTool, s.handleListEvents)
+
+	// Register get logs tool
+	getLogsTool := mcp.NewTool("get-logs",
+		mcp.WithDescription("Get logs from a pod container"),
+		mcp.WithString("podName",
+			mcp.Required(),
+			mcp.Description("Name of the pod"),
+		),
+		mcp.WithString("namespace",
+			mcp.Required(),
+			mcp.Description("Namespace of the pod"),
+		),
+		mcp.WithString("container",
+			mcp.Description("Container name (if pod has multiple containers)"),
+		),
+		mcp.WithBoolean("previous",
+			mcp.Description("Get logs from previous terminated container"),
+		),
+		mcp.WithNumber("tailLines",
+			mcp.Description("Number of lines from the end of logs (default: 100)"),
+		),
+		mcp.WithNumber("sinceSeconds",
+			mcp.Description("Return logs newer than this many seconds"),
+		),
+	)
+	s.server.AddTool(getLogsTool, s.handleGetLogs)
+
+	// Register filter management tools
+	listFiltersTool := mcp.NewTool("list-filters",
+		mcp.WithDescription("List all available and active analyzers/filters in k8sgpt"),
+	)
+	s.server.AddTool(listFiltersTool, s.handleListFilters)
+
+	addFiltersTool := mcp.NewTool("add-filters",
+		mcp.WithDescription("Add filters to enable specific analyzers"),
+		mcp.WithArray("filters",
+			mcp.Required(),
+			mcp.Description("List of filter names to add (e.g., ['Pod', 'Service', 'Deployment'])"),
+			mcp.WithStringItems(),
+		),
+	)
+	s.server.AddTool(addFiltersTool, s.handleAddFilters)
+
+	removeFiltersTool := mcp.NewTool("remove-filters",
+		mcp.WithDescription("Remove filters to disable specific analyzers"),
+		mcp.WithArray("filters",
+			mcp.Required(),
+			mcp.Description("List of filter names to remove"),
+			mcp.WithStringItems(),
+		),
+	)
+	s.server.AddTool(removeFiltersTool, s.handleRemoveFilters)
+
+	// Register integration management tools
+	listIntegrationsTool := mcp.NewTool("list-integrations",
+		mcp.WithDescription("List available integrations (Prometheus, AWS, Keda, Kyverno, etc.)"),
+	)
+	s.server.AddTool(listIntegrationsTool, s.handleListIntegrations)
+
 	return nil
 }

@@ -453,7 +572,26 @@ func (s *K8sGptMCPServer) handleConfig(ctx context.Context, request mcp.CallTool

 // registerPrompts registers the prompts for the MCP server
 func (s *K8sGptMCPServer) registerPrompts() error {
-	// Register any prompts needed for the MCP server
+	// Register troubleshooting prompts
+	podTroubleshootPrompt := mcp.NewPrompt("troubleshoot-pod",
+		mcp.WithPromptDescription("Guide for troubleshooting pod issues in Kubernetes"),
+		mcp.WithArgument("podName"),
+		mcp.WithArgument("namespace"),
+	)
+	s.server.AddPrompt(podTroubleshootPrompt, s.getTroubleshootPodPrompt)
+
+	deploymentTroubleshootPrompt := mcp.NewPrompt("troubleshoot-deployment",
+		mcp.WithPromptDescription("Guide for troubleshooting deployment issues in Kubernetes"),
+		mcp.WithArgument("deploymentName"),
+		mcp.WithArgument("namespace"),
+	)
+	s.server.AddPrompt(deploymentTroubleshootPrompt, s.getTroubleshootDeploymentPrompt)
+
+	generalTroubleshootPrompt := mcp.NewPrompt("troubleshoot-cluster",
+		mcp.WithPromptDescription("General guide for troubleshooting Kubernetes cluster issues"),
+	)
+	s.server.AddPrompt(generalTroubleshootPrompt, s.getTroubleshootClusterPrompt)
+
 	return nil
 }

@@ -463,8 +601,20 @@ func (s *K8sGptMCPServer) registerResources() error {
 		mcp.WithResourceDescription("Get information about the Kubernetes cluster"),
 		mcp.WithMIMEType("application/json"),
 	)
-
 	s.server.AddResource(clusterInfoResource, s.getClusterInfo)
+
+	namespacesResource := mcp.NewResource("namespaces", "namespaces",
+		mcp.WithResourceDescription("List all namespaces in the cluster"),
+		mcp.WithMIMEType("application/json"),
+	)
+	s.server.AddResource(namespacesResource, s.getNamespacesResource)
+
+	activeFiltersResource := mcp.NewResource("active-filters", "active-filters",
+		mcp.WithResourceDescription("Get currently active analyzers/filters"),
+		mcp.WithMIMEType("application/json"),
+	)
+	s.server.AddResource(activeFiltersResource, s.getActiveFiltersResource)
+
 	return nil
 }

@@ -505,6 +655,72 @@ func (s *K8sGptMCPServer) getClusterInfo(ctx context.Context, request mcp.ReadRe
 	}, nil
 }

+func (s *K8sGptMCPServer) getNamespacesResource(ctx context.Context, request mcp.ReadResourceRequest) ([]mcp.ResourceContents, error) {
+	client, err := kubernetes.NewClient("", "")
+	if err != nil {
+		return nil, fmt.Errorf("failed to create Kubernetes client: %v", err)
+	}
+
+	namespaces, err := client.Client.CoreV1().Namespaces().List(ctx, metav1.ListOptions{})
+	if err != nil {
+		return nil, fmt.Errorf("failed to list namespaces: %v", err)
+	}
+
+	// Extract just the namespace names
+	names := make([]string, 0, len(namespaces.Items))
+	for _, ns := range namespaces.Items {
+		names = append(names, ns.Name)
+	}
+
+	data, err := json.Marshal(map[string]interface{}{
+		"count":      len(names),
+		"namespaces": names,
+	})
+	if err != nil {
+		return []mcp.ResourceContents{
+			&mcp.TextResourceContents{
+				URI:      "namespaces",
+				MIMEType: "text/plain",
+				Text:     "Failed to marshal namespaces",
+			},
+		}, nil
+	}
+
+	return []mcp.ResourceContents{
+		&mcp.TextResourceContents{
+			URI:      "namespaces",
+			MIMEType: "application/json",
+			Text:     string(data),
+		},
+	}, nil
+}
+
+func (s *K8sGptMCPServer) getActiveFiltersResource(ctx context.Context, request mcp.ReadResourceRequest) ([]mcp.ResourceContents, error) {
+	activeFilters := viper.GetStringSlice("active_filters")
+
+	data, err := json.Marshal(map[string]interface{}{
+		"activeFilters": activeFilters,
+		"count":         len(activeFilters),
+	})
+	if err != nil {
+		return []mcp.ResourceContents{
+			&mcp.TextResourceContents{
+				URI:      "active-filters",
+				MIMEType: "text/plain",
+				Text:     "Failed to marshal active filters",
+			},
+		}, nil
+	}
+
+	return []mcp.ResourceContents{
+		&mcp.TextResourceContents{
+			URI:      "active-filters",
+			MIMEType: "application/json",
+			Text:     string(data),
+		},
+	}, nil
+}
+
 // Close closes the MCP server and releases resources
 func (s *K8sGptMCPServer) Close() error {
 	return nil
--- a/pkg/server/mcp_handlers.go
+++ b/pkg/server/mcp_handlers.go
@@ -0,0 +1,438 @@
+/*
+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 server
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"strings"
+
+	"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/integration"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
+	"github.com/mark3labs/mcp-go/mcp"
+	"github.com/spf13/viper"
+	corev1 "k8s.io/api/core/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+)
+
+// handleListResources lists Kubernetes resources of a specific type
+func (s *K8sGptMCPServer) handleListResources(ctx context.Context, request mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	var req struct {
+		ResourceType  string `json:"resourceType"`
+		Namespace     string `json:"namespace,omitempty"`
+		LabelSelector string `json:"labelSelector,omitempty"`
+	}
+	if err := request.BindArguments(&req); err != nil {
+		return mcp.NewToolResultErrorf("Failed to parse request arguments: %v", err), nil
+	}
+
+	client, err := kubernetes.NewClient("", "")
+	if err != nil {
+		return mcp.NewToolResultErrorf("Failed to create Kubernetes client: %v", err), nil
+	}
+
+	listOptions := metav1.ListOptions{}
+	if req.LabelSelector != "" {
+		listOptions.LabelSelector = req.LabelSelector
+	}
+
+	var result string
+	resourceType := strings.ToLower(req.ResourceType)
+
+	switch resourceType {
+	case "pod", "pods":
+		pods, err := client.Client.CoreV1().Pods(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list pods: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(pods.Items, "", "  ")
+		result = string(data)
+
+	case "deployment", "deployments":
+		deps, err := client.Client.AppsV1().Deployments(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list deployments: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(deps.Items, "", "  ")
+		result = string(data)
+
+	case "service", "services", "svc":
+		svcs, err := client.Client.CoreV1().Services(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list services: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(svcs.Items, "", "  ")
+		result = string(data)
+
+	case "node", "nodes":
+		nodes, err := client.Client.CoreV1().Nodes().List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list nodes: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(nodes.Items, "", "  ")
+		result = string(data)
+
+	case "job", "jobs":
+		jobs, err := client.Client.BatchV1().Jobs(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list jobs: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(jobs.Items, "", "  ")
+		result = string(data)
+
+	case "cronjob", "cronjobs":
+		cronjobs, err := client.Client.BatchV1().CronJobs(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list cronjobs: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(cronjobs.Items, "", "  ")
+		result = string(data)
+
+	case "statefulset", "statefulsets", "sts":
+		sts, err := client.Client.AppsV1().StatefulSets(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list statefulsets: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(sts.Items, "", "  ")
+		result = string(data)
+
+	case "daemonset", "daemonsets", "ds":
+		ds, err := client.Client.AppsV1().DaemonSets(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list daemonsets: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(ds.Items, "", "  ")
+		result = string(data)
+
+	case "replicaset", "replicasets", "rs":
+		rs, err := client.Client.AppsV1().ReplicaSets(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list replicasets: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(rs.Items, "", "  ")
+		result = string(data)
+
+	case "configmap", "configmaps", "cm":
+		cms, err := client.Client.CoreV1().ConfigMaps(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list configmaps: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(cms.Items, "", "  ")
+		result = string(data)
+
+	case "secret", "secrets":
+		secrets, err := client.Client.CoreV1().Secrets(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list secrets: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(secrets.Items, "", "  ")
+		result = string(data)
+
+	case "ingress", "ingresses", "ing":
+		ingresses, err := client.Client.NetworkingV1().Ingresses(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list ingresses: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(ingresses.Items, "", "  ")
+		result = string(data)
+
+	case "persistentvolumeclaim", "persistentvolumeclaims", "pvc":
+		pvcs, err := client.Client.CoreV1().PersistentVolumeClaims(req.Namespace).List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list PVCs: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(pvcs.Items, "", "  ")
+		result = string(data)
+
+	case "persistentvolume", "persistentvolumes", "pv":
+		pvs, err := client.Client.CoreV1().PersistentVolumes().List(ctx, listOptions)
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to list PVs: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(pvs.Items, "", "  ")
+		result = string(data)
+
+	default:
+		return mcp.NewToolResultErrorf("Unsupported resource type: %s. Supported types: pods, deployments, services, nodes, jobs, cronjobs, statefulsets, daemonsets, replicasets, configmaps, secrets, ingresses, pvc, pv", resourceType), nil
+	}
+
+	return mcp.NewToolResultText(result), nil
+}
+
+// handleGetResource gets detailed information about a specific resource
+func (s *K8sGptMCPServer) handleGetResource(ctx context.Context, request mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	var req struct {
+		ResourceType string `json:"resourceType"`
+		Name         string `json:"name"`
+		Namespace    string `json:"namespace,omitempty"`
+	}
+	if err := request.BindArguments(&req); err != nil {
+		return mcp.NewToolResultErrorf("Failed to parse request arguments: %v", err), nil
+	}
+
+	client, err := kubernetes.NewClient("", "")
+	if err != nil {
+		return mcp.NewToolResultErrorf("Failed to create Kubernetes client: %v", err), nil
+	}
+
+	var result string
+	resourceType := strings.ToLower(req.ResourceType)
+
+	switch resourceType {
+	case "pod", "pods":
+		pod, err := client.Client.CoreV1().Pods(req.Namespace).Get(ctx, req.Name, metav1.GetOptions{})
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to get pod: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(pod, "", "  ")
+		result = string(data)
+
+	case "deployment", "deployments":
+		dep, err := client.Client.AppsV1().Deployments(req.Namespace).Get(ctx, req.Name, metav1.GetOptions{})
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to get deployment: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(dep, "", "  ")
+		result = string(data)
+
+	case "service", "services", "svc":
+		svc, err := client.Client.CoreV1().Services(req.Namespace).Get(ctx, req.Name, metav1.GetOptions{})
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to get service: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(svc, "", "  ")
+		result = string(data)
+
+	case "node", "nodes":
+		node, err := client.Client.CoreV1().Nodes().Get(ctx, req.Name, metav1.GetOptions{})
+		if err != nil {
+			return mcp.NewToolResultErrorf("Failed to get node: %v", err), nil
+		}
+		data, _ := json.MarshalIndent(node, "", "  ")
+		result = string(data)
+
+	default:
+		return mcp.NewToolResultErrorf("Unsupported resource type: %s", resourceType), nil
+	}
+
+	return mcp.NewToolResultText(result), nil
+}
+
+// handleListNamespaces lists all namespaces in the cluster
+func (s *K8sGptMCPServer) handleListNamespaces(ctx context.Context, request mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	client, err := kubernetes.NewClient("", "")
+	if err != nil {
+		return mcp.NewToolResultErrorf("Failed to create Kubernetes client: %v", err), nil
+	}
+
+	namespaces, err := client.Client.CoreV1().Namespaces().List(ctx, metav1.ListOptions{})
+	if err != nil {
+		return mcp.NewToolResultErrorf("Failed to list namespaces: %v", err), nil
+	}
+
+	data, _ := json.MarshalIndent(namespaces.Items, "", "  ")
+	return mcp.NewToolResultText(string(data)), nil
+}
+
+// handleListEvents lists Kubernetes events
+func (s *K8sGptMCPServer) handleListEvents(ctx context.Context, request mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	var req struct {
+		Namespace           string `json:"namespace,omitempty"`
+		InvolvedObjectName  string `json:"involvedObjectName,omitempty"`
+		InvolvedObjectKind  string `json:"involvedObjectKind,omitempty"`
+		Limit               int64  `json:"limit,omitempty"`
+	}
+	if err := request.BindArguments(&req); err != nil {
+		return mcp.NewToolResultErrorf("Failed to parse request arguments: %v", err), nil
+	}
+
+	if req.Limit == 0 {
+		req.Limit = 100
+	}
+
+	client, err := kubernetes.NewClient("", "")
+	if err != nil {
+		return mcp.NewToolResultErrorf("Failed to create Kubernetes client: %v", err), nil
+	}
+
+	listOptions := metav1.ListOptions{
+		Limit: req.Limit,
+	}
+
+	events, err := client.Client.CoreV1().Events(req.Namespace).List(ctx, listOptions)
+	if err != nil {
+		return mcp.NewToolResultErrorf("Failed to list events: %v", err), nil
+	}
+
+	// Filter events if needed
+	filteredEvents := []corev1.Event{}
+	for _, event := range events.Items {
+		if req.InvolvedObjectName != "" && event.InvolvedObject.Name != req.InvolvedObjectName {
+			continue
+		}
+		if req.InvolvedObjectKind != "" && event.InvolvedObject.Kind != req.InvolvedObjectKind {
+			continue
+		}
+		filteredEvents = append(filteredEvents, event)
+	}
+
+	data, _ := json.MarshalIndent(filteredEvents, "", "  ")
+	return mcp.NewToolResultText(string(data)), nil
+}
+
+// handleGetLogs retrieves logs from a pod container
+func (s *K8sGptMCPServer) handleGetLogs(ctx context.Context, request mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	var req struct {
+		PodName      string `json:"podName"`
+		Namespace    string `json:"namespace"`
+		Container    string `json:"container,omitempty"`
+		Previous     bool   `json:"previous,omitempty"`
+		TailLines    int64  `json:"tailLines,omitempty"`
+		SinceSeconds int64  `json:"sinceSeconds,omitempty"`
+	}
+	if err := request.BindArguments(&req); err != nil {
+		return mcp.NewToolResultErrorf("Failed to parse request arguments: %v", err), nil
+	}
+
+	if req.TailLines == 0 {
+		req.TailLines = 100
+	}
+
+	client, err := kubernetes.NewClient("", "")
+	if err != nil {
+		return mcp.NewToolResultErrorf("Failed to create Kubernetes client: %v", err), nil
+	}
+
+	podLogOpts := &corev1.PodLogOptions{
+		Container: req.Container,
+		Previous:  req.Previous,
+		TailLines: &req.TailLines,
+	}
+
+	if req.SinceSeconds > 0 {
+		podLogOpts.SinceSeconds = &req.SinceSeconds
+	}
+
+	logRequest := client.Client.CoreV1().Pods(req.Namespace).GetLogs(req.PodName, podLogOpts)
+	logStream, err := logRequest.Stream(ctx)
+	if err != nil {
+		return mcp.NewToolResultErrorf("Failed to get logs: %v", err), nil
+	}
+	defer func() {
+		_ = logStream.Close()
+	}()
+
+	logs, err := io.ReadAll(logStream)
+	if err != nil {
+		return mcp.NewToolResultErrorf("Failed to read logs: %v", err), nil
+	}
+
+	return mcp.NewToolResultText(string(logs)), nil
+}
+
+// handleListFilters lists available and active filters
+func (s *K8sGptMCPServer) handleListFilters(ctx context.Context, request mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	coreFilters, additionalFilters, integrationFilters := analyzer.ListFilters()
+	active := viper.GetStringSlice("active_filters")
+
+	result := map[string]interface{}{
+		"coreFilters":        coreFilters,
+		"additionalFilters":  additionalFilters,
+		"integrationFilters": integrationFilters,
+		"activeFilters":      active,
+	}
+
+	data, _ := json.MarshalIndent(result, "", "  ")
+	return mcp.NewToolResultText(string(data)), nil
+}
+
+// handleAddFilters adds filters to enable specific analyzers
+func (s *K8sGptMCPServer) handleAddFilters(ctx context.Context, request mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	var req struct {
+		Filters []string `json:"filters"`
+	}
+	if err := request.BindArguments(&req); err != nil {
+		return mcp.NewToolResultErrorf("Failed to parse request arguments: %v", err), nil
+	}
+
+	activeFilters := viper.GetStringSlice("active_filters")
+	for _, filter := range req.Filters {
+		if !contains(activeFilters, filter) {
+			activeFilters = append(activeFilters, filter)
+		}
+	}
+
+	viper.Set("active_filters", activeFilters)
+	if err := viper.WriteConfig(); err != nil {
+		return mcp.NewToolResultErrorf("Failed to save configuration: %v", err), nil
+	}
+
+	return mcp.NewToolResultText(fmt.Sprintf("Successfully added filters: %v", req.Filters)), nil
+}
+
+// handleRemoveFilters removes filters to disable specific analyzers
+func (s *K8sGptMCPServer) handleRemoveFilters(ctx context.Context, request mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	var req struct {
+		Filters []string `json:"filters"`
+	}
+	if err := request.BindArguments(&req); err != nil {
+		return mcp.NewToolResultErrorf("Failed to parse request arguments: %v", err), nil
+	}
+
+	activeFilters := viper.GetStringSlice("active_filters")
+	newFilters := []string{}
+	for _, filter := range activeFilters {
+		if !contains(req.Filters, filter) {
+			newFilters = append(newFilters, filter)
+		}
+	}
+
+	viper.Set("active_filters", newFilters)
+	if err := viper.WriteConfig(); err != nil {
+		return mcp.NewToolResultErrorf("Failed to save configuration: %v", err), nil
+	}
+
+	return mcp.NewToolResultText(fmt.Sprintf("Successfully removed filters: %v", req.Filters)), nil
+}
+
+// handleListIntegrations lists available integrations
+func (s *K8sGptMCPServer) handleListIntegrations(ctx context.Context, request mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	integrationProvider := integration.NewIntegration()
+	integrations := integrationProvider.List()
+
+	result := []map[string]interface{}{}
+	for _, integ := range integrations {
+		active, _ := integrationProvider.IsActivate(integ)
+		result = append(result, map[string]interface{}{
+			"name":   integ,
+			"active": active,
+		})
+	}
+
+	data, _ := json.MarshalIndent(result, "", "  ")
+	return mcp.NewToolResultText(string(data)), nil
+}
+
+// contains checks if a string slice contains a specific string
+func contains(slice []string, item string) bool {
+	for _, s := range slice {
+		if s == item {
+			return true
+		}
+	}
+	return false
+}
--- a/pkg/server/mcp_prompts.go
+++ b/pkg/server/mcp_prompts.go
@@ -0,0 +1,170 @@
+/*
+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 server
+
+import (
+	"context"
+	"fmt"
+
+	"github.com/mark3labs/mcp-go/mcp"
+)
+
+// getTroubleshootPodPrompt returns a prompt for pod troubleshooting
+func (s *K8sGptMCPServer) getTroubleshootPodPrompt(ctx context.Context, request mcp.GetPromptRequest) (*mcp.GetPromptResult, error) {
+	podName := ""
+	namespace := ""
+	if request.Params.Arguments != nil {
+		podName = request.Params.Arguments["podName"]
+		namespace = request.Params.Arguments["namespace"]
+	}
+
+	promptText := fmt.Sprintf(`You are troubleshooting a Kubernetes pod issue.
+
+Pod: %s
+Namespace: %s
+
+Troubleshooting steps:
+1. Use 'get-resource' tool to get pod details and check status, conditions, and events
+2. Use 'list-events' tool with the pod name to see recent events
+3. Use 'get-logs' tool to check container logs for errors
+4. Check if the pod has multiple containers and inspect each
+5. If the pod is in CrashLoopBackOff, use 'get-logs' with previous=true
+6. Use 'analyze' tool with filters=['Pod'] to get AI-powered analysis
+7. Check related resources like ConfigMaps, Secrets, and PVCs
+
+Common issues to check:
+- Image pull errors (check imagePullSecrets)
+- Resource limits (CPU/memory)
+- Liveness/readiness probe failures
+- Volume mount issues
+- Environment variable problems
+- Network connectivity issues`, podName, namespace)
+
+	return &mcp.GetPromptResult{
+		Description: "Pod troubleshooting guide",
+		Messages: []mcp.PromptMessage{
+			{
+				Role: "user",
+				Content: mcp.TextContent{
+					Type: "text",
+					Text: promptText,
+				},
+			},
+		},
+	}, nil
+}
+
+// getTroubleshootDeploymentPrompt returns a prompt for deployment troubleshooting
+func (s *K8sGptMCPServer) getTroubleshootDeploymentPrompt(ctx context.Context, request mcp.GetPromptRequest) (*mcp.GetPromptResult, error) {
+	deploymentName := ""
+	namespace := ""
+	if request.Params.Arguments != nil {
+		deploymentName = request.Params.Arguments["deploymentName"]
+		namespace = request.Params.Arguments["namespace"]
+	}
+
+	promptText := fmt.Sprintf(`You are troubleshooting a Kubernetes deployment issue.
+
+Deployment: %s
+Namespace: %s
+
+Troubleshooting steps:
+1. Use 'get-resource' tool to get deployment details and check replica status
+2. Use 'list-resources' with resourceType='replicasets' to check ReplicaSets
+3. Use 'list-resources' with resourceType='pods' and labelSelector to find deployment pods
+4. Use 'list-events' tool to see deployment-related events
+5. Use 'analyze' tool with filters=['Deployment','Pod'] for comprehensive analysis
+6. Check pod status and logs for individual pod issues
+7. Verify image availability and pull secrets
+8. Check resource quotas and limits
+
+Common deployment issues:
+- Insufficient resources in the cluster
+- Image pull failures
+- Invalid configuration (ConfigMaps/Secrets)
+- Failed rolling updates
+- Readiness probe failures preventing rollout
+- PVC binding issues
+- Node selector/affinity constraints`, deploymentName, namespace)
+
+	return &mcp.GetPromptResult{
+		Description: "Deployment troubleshooting guide",
+		Messages: []mcp.PromptMessage{
+			{
+				Role: "user",
+				Content: mcp.TextContent{
+					Type: "text",
+					Text: promptText,
+				},
+			},
+		},
+	}, nil
+}
+
+// getTroubleshootClusterPrompt returns a prompt for general cluster troubleshooting
+func (s *K8sGptMCPServer) getTroubleshootClusterPrompt(ctx context.Context, request mcp.GetPromptRequest) (*mcp.GetPromptResult, error) {
+	promptText := `You are performing a general Kubernetes cluster health check and troubleshooting.
+
+Recommended troubleshooting workflow:
+
+1. CLUSTER OVERVIEW:
+   - Use 'cluster-info' to get cluster version
+   - Use 'list-namespaces' to see all namespaces
+   - Use 'list-resources' with resourceType='nodes' to check node health
+
+2. RESOURCE ANALYSIS:
+   - Use 'analyze' tool with explain=true for comprehensive AI-powered analysis
+   - Start with core resources: filters=['Pod','Deployment','Service']
+   - Add more filters as needed: ['Node','PersistentVolumeClaim','Job','CronJob']
+
+3. EVENT INSPECTION:
+   - Use 'list-events' to see recent cluster events
+   - Filter by namespace for focused troubleshooting
+   - Look for Warning and Error events
+
+4. SPECIFIC RESOURCE INVESTIGATION:
+   - Use 'list-resources' to find problematic resources
+   - Use 'get-resource' for detailed inspection
+   - Use 'get-logs' to examine container logs
+
+5. CONFIGURATION CHECK:
+   - Use 'list-filters' to see available analyzers
+   - Use 'list-integrations' to check integrations (Prometheus, AWS, etc.)
+   - Use 'config' tool to modify settings if needed
+
+Common cluster-wide issues:
+- Node pressure (CPU, memory, disk)
+- Network policies blocking traffic
+- Storage provisioning problems
+- RBAC permission issues
+- Certificate expiration
+- Control plane component failures
+- Resource quota exhaustion
+- DNS resolution problems
+
+Use the available tools systematically to narrow down the issue.`
+
+	return &mcp.GetPromptResult{
+		Description: "General cluster troubleshooting guide",
+		Messages: []mcp.PromptMessage{
+			{
+				Role: "user",
+				Content: mcp.TextContent{
+					Type: "text",
+					Text: promptText,
+				},
+			},
+		},
+	}, nil
+}
--- a/pkg/server/server.go
+++ b/pkg/server/server.go
@@ -54,6 +54,8 @@ type Config struct {
 	AnalyzeHandler *analyze.Handler
 	QueryHandler   *query.Handler
 	Logger         *zap.Logger
+	// Filters can be injected into the server to limit analysis to specific analyzers
+	Filters        []string
 	metricsServer  *http.Server
 	listener       net.Listener
 	EnableHttp     bool
--- a/pkg/util/util_test.go
+++ b/pkg/util/util_test.go
@@ -14,6 +14,8 @@ limitations under the License.
 package util

 import (
+	"encoding/base64"
+	"fmt"
 	"testing"

 	"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
@@ -23,6 +25,7 @@ import (
 	v1 "k8s.io/api/core/v1"
 	networkingv1 "k8s.io/api/networking/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/labels"
 	"k8s.io/client-go/kubernetes/fake"
 )

@@ -503,3 +506,74 @@ func TestLabelsIncludeAny(t *testing.T) {
 		})
 	}
 }
+
+func TestMaskString(t *testing.T) {
+	input := "mysecret"
+	masked := MaskString(input)
+	// decode base64 to compare properties
+	decoded, err := base64.StdEncoding.DecodeString(masked)
+	require.NoError(t, err)
+	require.Len(t, decoded, len(input))
+	// ensure it is not equal to input
+	require.NotEqual(t, input, string(decoded))
+	// ensure all runes are from anonymizePattern
+	allowed := make(map[rune]struct{})
+	for _, r := range anonymizePattern {
+		allowed[r] = struct{}{}
+	}
+	for _, r := range string(decoded) {
+		_, ok := allowed[r]
+		require.True(t, ok, "unexpected rune: %q", r)
+	}
+}
+
+func TestNewHeaders(t *testing.T) {
+	input := []string{
+		"X-Test: foo",
+		"X-Test: bar",
+		"Content-Type: application/json",
+		"InvalidHeader", // should be ignored
+	}
+	hs := NewHeaders(input)
+	// flatten to a map for easier assertions
+	got := map[string][]string{}
+	for _, h := range hs {
+		for k, v := range h {
+			got[k] = append(got[k], v...)
+		}
+	}
+	// expected values
+	require.Contains(t, got, "X-Test")
+	require.Contains(t, got, "Content-Type")
+	// order of values is not guaranteed
+	require.ElementsMatch(t, []string{"foo", "bar"}, got["X-Test"])
+	require.ElementsMatch(t, []string{"application/json"}, got["Content-Type"])
+}
+
+func TestLabelStrToSelector(t *testing.T) {
+	// empty case returns nil
+	require.Nil(t, LabelStrToSelector(""))
+
+	sel := LabelStrToSelector("key=value,foo=bar")
+	require.NotNil(t, sel)
+
+	// matches exact set
+	m := map[string]string{"key": "value", "foo": "bar"}
+	require.True(t, sel.Matches(labels.Set(m)))
+
+	// does not match different values
+	m2 := map[string]string{"key": "other", "foo": "bar"}
+	require.False(t, sel.Matches(labels.Set(m2)))
+}
+
+func TestCaptureOutput(t *testing.T) {
+	out := CaptureOutput(func() {
+		fmt.Print("hello world")
+	})
+	require.Equal(t, "hello world", out)
+}
+
+func TestContains(t *testing.T) {
+	require.True(t, Contains("abcdef", "bcd"))
+	require.False(t, Contains("abcdef", "xyz"))
+}
Author	SHA1	Message	Date
copilot-swe-agent[bot]	6c7b7c4751	Address code review feedback - Fixed analyzer name in README.md to use consistent 'CustomResource' name - Improved TestCRDAnalyzer_NilClientConfig to be more explicit about expected behavior - Added clear comments about what the test verifies Co-authored-by: AlexsJones <1235925+AlexsJones@users.noreply.github.com>	2026-02-06 07:32:08 +00:00
copilot-swe-agent[bot]	03bd9a8387	Add CRD analyzer documentation and examples - Created comprehensive documentation in docs/CRD_ANALYZER.md - Added example configuration file in examples/crd_analyzer_config.yaml - Updated README.md to list the new customResourceAnalyzer - Documentation includes use cases for cert-manager, ArgoCD, Kafka, Prometheus - Added troubleshooting section and best practices Co-authored-by: AlexsJones <1235925+AlexsJones@users.noreply.github.com>	2026-02-06 07:27:34 +00:00
copilot-swe-agent[bot]	dfdcf9edd2	Add Generic CRD Analyzer implementation with tests - Added CRDAnalyzerConfig types to pkg/common/types.go for configuration - Implemented CRD analyzer in pkg/analyzer/crd.go with support for: - Discovery of all installed CRDs via apiextensions API - Generic health checks based on common patterns (.status.conditions, .status.phase, etc.) - Configurable per-CRD health checks via YAML config - Detection of stuck resources (deletionTimestamp with finalizers) - Registered CRDAnalyzer in additionalAnalyzerMap - Added comprehensive unit tests in pkg/analyzer/crd_test.go - All tests passing Co-authored-by: AlexsJones <1235925+AlexsJones@users.noreply.github.com>	2026-02-06 07:25:29 +00:00
copilot-swe-agent[bot]	2253625f40	Initial plan	2026-02-06 07:15:24 +00:00
kk573	c80b2e2c34	fix: use MaxCompletionTokens instead of deprecated MaxTokens for OpenAI (#1604 ) The OpenAI API deprecated 'max_tokens' parameter in favor of 'max_completion_tokens' for newer models (o1, gpt-4o, etc.). This change fixes the error: 'Unsupported parameter: max_tokens is not supported with this model. Use max_completion_tokens instead.' Refs: https://platform.openai.com/docs/api-reference/chat/create#chat-create-max_tokens Signed-off-by: Evgenii Kuzakov <evgeniy.kuzakov@csssr.com> Co-authored-by: Evgenii Kuzakov <evgeniy.kuzakov@csssr.com>	2026-01-27 17:46:51 +00:00
lif	867bce1907	feat: add Groq as LLM provider (#1600 ) Add Groq as a new AI backend provider. Groq provides an OpenAI-compatible API, so this implementation reuses the existing OpenAI client library with Groq's API endpoint. Closes #1269 🤖 Generated with [Claude Code](https://claude.com/claude-code) Signed-off-by: majiayu000 <1835304752@qq.com> Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>	2026-01-05 12:05:17 +00:00
Alex Jones	f5fb2a7e12	feat: multiple security fixes. Prometheus: v0.302.1 → v0.306.0 (#1597 ) Kubernetes client-go: v0.32.2 → v0.32.3 (security patches) gRPC Gateway: v2.25.1 → v2.26.3 Prometheus Sigv4: v0.1.1 → v0.2.0 OpenTelemetry: Multiple v1.34.0 → v1.36.0 updates gRPC: v1.70.0 → v1.73.0 Docker SDK: v27.4.1 → v28.3.0 Cloud/Auth SDKs: Multiple security updates Signed-off-by: AlexsJones <alexsimonjones@gmail.com>	2025-12-22 13:56:02 +00:00
renovate[bot]	a303ffa21c	chore(deps): update actions/setup-go digest to 40f1582 (#1593 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-12-22 08:37:11 +00:00
Alex Jones	21369c5c09	chore: util tests (#1594 ) * chore: incremental test coverage Signed-off-by: AlexsJones <alexsimonjones@gmail.com> * chore: incremental test coverage Signed-off-by: AlexsJones <alexsimonjones@gmail.com> * chore: fixed some security stuff Signed-off-by: AlexsJones <alexsimonjones@gmail.com> * chore: fixing linting issues Signed-off-by: AlexsJones <alexsimonjones@gmail.com> * chore: fixing linting issues Signed-off-by: AlexsJones <alexsimonjones@gmail.com> * chore: fixing linting issues Signed-off-by: AlexsJones <alexsimonjones@gmail.com> --------- Signed-off-by: AlexsJones <alexsimonjones@gmail.com>	2025-12-22 08:24:18 +00:00
renovate[bot]	40ffcbec6b	chore(deps): update actions/checkout digest to 93cb6ef (#1592 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-12-18 16:45:32 +00:00
renovate[bot]	7fe3bdbd95	fix(deps): update module gopkg.in/yaml.v2 to v3 (#1550 ) Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>	2025-12-18 16:08:12 +00:00
github-actions[bot]	e7b7a5db47	chore(main): release 0.4.27 (#1590 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2025-12-18 13:52:08 +00:00
Alex Jones	5480051230	feat: mcp v2 (#1589 ) * feat: bringing in 9 new mcp capabilities Signed-off-by: AlexsJones <alexsimonjones@gmail.com> * feat: bringing in 9 new mcp capabilities Signed-off-by: AlexsJones <alexsimonjones@gmail.com> * chore: fixed linting issue Signed-off-by: AlexsJones <alexsimonjones@gmail.com> --------- Signed-off-by: AlexsJones <alexsimonjones@gmail.com>	2025-12-18 13:11:10 +00:00
github-actions[bot]	ee6f58443b	chore(main): release 0.4.26 (#1584 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2025-10-16 08:31:09 +01:00
Alex Jones	f1d2e306f3	chore: missing filter arg on serve (#1583 ) Signed-off-by: AlexsJones <alexsimonjones@gmail.com>	2025-10-16 08:27:39 +01:00
github-actions[bot]	83c5d67084	chore(main): release 0.4.25 (#1576 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2025-09-03 20:09:29 +01:00
Alex Jones	291e42dc4b	feat: fix to broken inference (#1575 ) Signed-off-by: Alex <alexsimonjones@gmail.com>	2025-09-03 20:08:44 +01:00