diff --git a/docs/devel/testing.md b/docs/devel/testing.md
index 72f1c32823e..c0e622f381b 100644
--- a/docs/devel/testing.md
+++ b/docs/devel/testing.md
@@ -29,7 +29,7 @@ Documentation for other releases can be found at
 
 # Testing guide
 
-Updated: 5/3/2016
+Updated: 5/21/2016
 
 **Table of Contents**
 <!-- BEGIN MUNGE: GENERATED_TOC -->
@@ -37,19 +37,23 @@ Updated: 5/3/2016
 - [Testing guide](#testing-guide)
   - [Unit tests](#unit-tests)
     - [Run all unit tests](#run-all-unit-tests)
-    - [Run some unit tests](#run-some-unit-tests)
+    - [Set go flags during unit tests](#set-go-flags-during-unit-tests)
+    - [Run unit tests from certain packages](#run-unit-tests-from-certain-packages)
+    - [Run specific unit test cases in a package](#run-specific-unit-test-cases-in-a-package)
     - [Stress running unit tests](#stress-running-unit-tests)
     - [Unit test coverage](#unit-test-coverage)
     - [Benchmark unit tests](#benchmark-unit-tests)
   - [Integration tests](#integration-tests)
     - [Install etcd dependency](#install-etcd-dependency)
     - [Run integration tests](#run-integration-tests)
+    - [Run a specific integration test](#run-a-specific-integration-test)
   - [End-to-End tests](#end-to-end-tests)
 
 <!-- END MUNGE: GENERATED_TOC -->
 
 This assumes you already read the [development guide](development.md) to
-install go, godeps, and configure your git client.
+install go, godeps, and configure your git client.  All command examples are
+relative to the `kubernetes` root directory.
 
 Before sending pull requests you should at least make sure your changes have
 passed both unit and integration tests.
@@ -62,8 +66,8 @@ passing, so it is often a good idea to make sure the e2e tests work as well.
 * Unit tests should be fully hermetic
   - Only access resources in the test binary.
 * All packages and any significant files require unit tests.
-* The preferred method of testing multiple scenarios or inputs
-is [table driven testing](https://github.com/golang/go/wiki/TableDrivenTests)
+* The preferred method of testing multiple scenarios or input is
+  [table driven testing](https://github.com/golang/go/wiki/TableDrivenTests)
   - Example: [TestNamespaceAuthorization](../../test/integration/auth_test.go)
 * Unit tests must pass on OS X and Windows platforms.
   - Tests using linux-specific features must be skipped or compiled out.
@@ -73,32 +77,59 @@ is [table driven testing](https://github.com/golang/go/wiki/TableDrivenTests)
 
 ### Run all unit tests
 
+The `hack/test-go.sh` script is the entrypoint for running the unit tests that
+ensures that `GOPATH` is set up correctly.  If you have `GOPATH` set up
+correctly, you can also just use `go test` directly.
+
 ```sh
 cd kubernetes
 hack/test-go.sh  # Run all unit tests.
 ```
 
-### Run some unit tests
+### Set go flags during unit tests
+
+You can set [go flags](https://golang.org/cmd/go/) by setting the
+`KUBE_GOFLAGS` environment variable.
+
+### Run unit tests from certain packages
+
+The `hack/test-go.sh` script accepts packages as arguments; the
+`k8s.io/kubernetes` prefix is added automatically to these:
 
 ```sh
-cd kubernetes
-
-# Run all tests under pkg (requires client to be in $GOPATH/src/k8s.io)
-go test ./pkg/...
-
-# Run all tests in the pkg/api (but not subpackages)
-go test ./pkg/api
+hack/test-go.sh pkg/api             # run tests for pkg/api
+hack/test-go.sh pkg/api pkg/kubelet # run tests for pkg/api and pkg/kubelet
 ```
 
+In a shell, it's often handy to use brace expansion:
+
+```sh
+hack/test-go.sh pkg/{api,kubelet} # run tests for pkg/api and pkg/kubelet
+```
+
+### Run specific unit test cases in a package
+
+You can set the test args using the `KUBE_TEST_ARGS` environment variable.
+You can use this to pass the `-run` argument to `go test`, which accepts a
+regular expression for the name of the test that should be run.
+
+```sh
+# Runs TestValidatePod in pkg/api/validation with the verbose flag set
+KUBE_GOFLAGS="-v" KUBE_TEST_ARGS='-run ^TestValidatePod$' hack/test-go.sh pkg/api/validation
+
+# Runs tests that match the regex ValidatePod|ValidateConfigMap in pkg/api/validation
+KUBE_GOFLAGS="-v" KUBE_TEST_ARGS="-run ValidatePod\|ValidateConfigMap$" hack/test-go.sh pkg/api/validation
+```
+
+For other supported test flags, see the [golang
+documentation](https://golang.org/cmd/go/#hdr-Description_of_testing_flags).
+
 ### Stress running unit tests
 
 Running the same tests repeatedly is one way to root out flakes.
 You can do this efficiently.
 
-
 ```sh
-cd kubernetes
-
 # Have 2 workers run all tests 5 times each (10 total iterations).
 hack/test-go.sh -p 2 -i 5
 ```
@@ -112,43 +143,39 @@ Currently, collecting coverage is only supported for the Go unit tests.
 To run all unit tests and generate an HTML coverage report, run the following:
 
 ```sh
-cd kubernetes
 KUBE_COVER=y hack/test-go.sh
 ```
 
-At the end of the run, an the HTML report will be generated with the path printed to stdout.
+At the end of the run, an the HTML report will be generated with the path
+printed to stdout.
 
-To run tests and collect coverage in only one package, pass its relative path under the `kubernetes` directory as an argument, for example:
+To run tests and collect coverage in only one package, pass its relative path
+under the `kubernetes` directory as an argument, for example:
 
 ```sh
-cd kubernetes
 KUBE_COVER=y hack/test-go.sh pkg/kubectl
 ```
 
-Multiple arguments can be passed, in which case the coverage results will be combined for all tests run.
-
-Coverage results for the project can also be viewed on [Coveralls](https://coveralls.io/r/kubernetes/kubernetes), and are continuously updated as commits are merged. Additionally, all pull requests which spawn a Travis build will report unit test coverage results to Coveralls. Coverage reports from before the Kubernetes Github organization was created can be found [here](https://coveralls.io/r/GoogleCloudPlatform/kubernetes).
+Multiple arguments can be passed, in which case the coverage results will be
+combined for all tests run.
 
 ### Benchmark unit tests
 
 To run benchmark tests, you'll typically use something like:
 
 ```sh
-cd kubernetes
 go test ./pkg/apiserver -benchmem -run=XXX -bench=BenchmarkWatch
 ```
 
 This will do the following:
 
-1. `-run=XXX` will turn off regular unit tests
-  * Technically it will run test methods with XXX in the name.
+1. `-run=XXX` is a regular expression filter on the name of test cases to run
 2. `-bench=BenchmarkWatch` will run test methods with BenchmarkWatch in the name
   * See `grep -nr BenchmarkWatch .` for examples
 3. `-benchmem` enables memory allocation stats
 
 See `go help test` and `go help testflag` for additional info.
 
-
 ## Integration tests
 
 * Integration tests should only access other resources on the local machine
@@ -158,26 +185,24 @@ See `go help test` and `go help testflag` for additional info.
 * The preferred method of testing multiple scenarios or inputs
 is [table driven testing](https://github.com/golang/go/wiki/TableDrivenTests)
   - Example: [TestNamespaceAuthorization](../../test/integration/auth_test.go)
-* Integration tests must run in parallel
-  - Each test should create its own master, httpserver and config.
+* Each test should create its own master, httpserver and config.
   - Example: [TestPodUpdateActiveDeadlineSeconds](../../test/integration/pods_test.go)
 * See [coding conventions](coding-conventions.md).
 
 ### Install etcd dependency
 
-Kubernetes integration tests require your PATH to include an [etcd](https://github.com/coreos/etcd/releases) installation.
-Kubernetes includes a script to help install etcd on your machine.
+Kubernetes integration tests require your `PATH` to include an
+[etcd](https://github.com/coreos/etcd/releases) installation. Kubernetes
+includes a script to help install etcd on your machine.
 
 ```sh
 # Install etcd and add to PATH
 
 # Option a) install inside kubernetes root
-cd kubernetes
 hack/install-etcd.sh  # Installs in ./third_party/etcd
 echo export PATH="$PATH:$(pwd)/third_party/etcd" >> ~/.profile  # Add to PATH
 
 # Option b) install manually
-cd kubernetes
 grep -E "image.*etcd" cluster/saltbase/etcd/etcd.manifest  # Find version
 # Install that version using yum/apt-get/etc
 echo export PATH="$PATH:<LOCATION>" >> ~/.profile  # Add to PATH
@@ -185,11 +210,32 @@ echo export PATH="$PATH:<LOCATION>" >> ~/.profile  # Add to PATH
 
 ### Run integration tests
 
+The integration tests are run using the `hack/test-integration.sh` script.
+The Kubernetes integration tests are writting using the normal golang testing
+package but expect to have a running etcd instance to connect to.  The `test-
+integration.sh` script wraps `hack/test-go.sh` and sets up an etcd instance
+for the integration tests to use.
+
 ```sh
-cd kubernetes
 hack/test-integration.sh  # Run all integration tests.
 ```
 
+This script runs the golang tests in package
+[`test/integration`](../../test/integration/)
+and a special watch cache test in `cmd/integration/integration.go`.
+
+### Run a specific integration test
+
+You can use also use the `KUBE_TEST_ARGS` environment variable with the `hack
+/test-integration.sh` script to run a specific integration test case:
+
+```sh
+# Run integration test TestPodUpdateActiveDeadlineSeconds with the verbose flag set.
+KUBE_GOFLAGS="-v" KUBE_TEST_ARGS="-run ^TestPodUpdateActiveDeadlineSeconds$" hack/test-integration.sh
+```
+
+If you set `KUBE_TEST_ARGS`, the test case will be run with only the `v1` API
+version and the watch cache test is skipped.
 
 ## End-to-End tests