diff --git a/README.md b/README.md
index bd1a460..813a3b8 100644
--- a/README.md
+++ b/README.md
@@ -56,9 +56,9 @@ GitHub Actions offers managed [virtual environments](https://help.github.com/en/
 
 | GitHub Runner   | Docker Image |
 | --------------- | ------------ |
-| ubuntu-latest   | [ubuntu:18.04](https://hub.docker.com/_/ubuntu) |
-| ubuntu-18.04    | [ubuntu:18.04](https://hub.docker.com/_/ubuntu) |
-| ubuntu-16.04    | [ubuntu:16.04](https://hub.docker.com/_/ubuntu) |
+| ubuntu-latest   | [node:12.6-buster-slim](https://hub.docker.com/_/buildpack-deps) |
+| ubuntu-18.04    | [node:12.6-buster-slim](https://hub.docker.com/_/buildpack-deps) |
+| ubuntu-16.04    | [node:12.6-stretch-slim](https://hub.docker.com/_/buildpack-deps) |
 | windows-latest  | `unsupported` |
 | windows-2019    | `unsupported` |
 | macos-latest    | `unsupported` |
diff --git a/cmd/platforms.go b/cmd/platforms.go
index 46d45b1..b79e8ed 100644
--- a/cmd/platforms.go
+++ b/cmd/platforms.go
@@ -6,9 +6,9 @@ import (
 
 func (i *Input) newPlatforms() map[string]string {
 	platforms := map[string]string{
-		"ubuntu-latest":  "ubuntu:18.04",
-		"ubuntu-18.04":   "ubuntu:18.04",
-		"ubuntu-16.04":   "ubuntu:16.04",
+		"ubuntu-latest":  "node:12.6-buster-slim",
+		"ubuntu-18.04":   "node:12.6-buster-slim",
+		"ubuntu-16.04":   "node:12.6-stretch-slim",
 		"windows-latest": "",
 		"windows-2019":   "",
 		"macos-latest":   "",
diff --git a/pkg/model/workflow.go b/pkg/model/workflow.go
index c25cf5c..f0c2a46 100644
--- a/pkg/model/workflow.go
+++ b/pkg/model/workflow.go
@@ -104,6 +104,7 @@ type ContainerSpec struct {
 	Entrypoint string
 	Args       string
 	Name       string
+	Reuse      bool
 }
 
 // Step is the structure of one step in a job
diff --git a/pkg/runner/run_context.go b/pkg/runner/run_context.go
index 2289847..3465367 100644
--- a/pkg/runner/run_context.go
+++ b/pkg/runner/run_context.go
@@ -9,7 +9,6 @@ import (
 	"io"
 	"io/ioutil"
 	"os"
-	"path/filepath"
 	"regexp"
 	"runtime"
 	"strings"
@@ -107,7 +106,19 @@ func (rc *RunContext) Executor() common.Executor {
 			return nil
 		}
 
-		return common.NewPipelineExecutor(steps...)(ctx)
+		nullLogger := logrus.New()
+		nullLogger.Out = ioutil.Discard
+		if !rc.Config.ReuseContainers {
+			rc.newContainerCleaner()(common.WithLogger(ctx, nullLogger))
+		}
+
+		err := common.NewPipelineExecutor(steps...)(ctx)
+
+		if !rc.Config.ReuseContainers {
+			rc.newContainerCleaner()(common.WithLogger(ctx, nullLogger))
+		}
+
+		return err
 	}
 }
 
@@ -202,7 +213,7 @@ func (rc *RunContext) runContainer(containerSpec *model.ContainerSpec) common.Ex
 				fmt.Sprintf("%s:%s", "/var/run/docker.sock", "/var/run/docker.sock"),
 			},
 			Content:         map[string]io.Reader{"/github": ghReader},
-			ReuseContainers: rc.Config.ReuseContainers,
+			ReuseContainers: containerSpec.Reuse,
 			Stdout:          logWriter,
 			Stderr:          logWriter,
 		})(ctx)
@@ -241,17 +252,29 @@ func (rc *RunContext) createGithubTarball() (io.Reader, error) {
 
 }
 
-func (rc *RunContext) createContainerName(stepID string) string {
-	containerName := fmt.Sprintf("%s-%s", stepID, rc.Tempdir)
+func (rc *RunContext) createContainerName() string {
+	containerName := rc.Run.String()
 	containerName = regexp.MustCompile("[^a-zA-Z0-9]").ReplaceAllString(containerName, "-")
 
-	prefix := fmt.Sprintf("%s-", trimToLen(filepath.Base(rc.Config.Workdir), 10))
+	prefix := ""
 	suffix := ""
 	containerName = trimToLen(containerName, 30-(len(prefix)+len(suffix)))
 	return fmt.Sprintf("%s%s%s", prefix, containerName, suffix)
+
+}
+
+func (rc *RunContext) createStepContainerName(stepID string) string {
+
+	prefix := regexp.MustCompile("[^a-zA-Z0-9]").ReplaceAllString(rc.createContainerName(), "-")
+	suffix := regexp.MustCompile("[^a-zA-Z0-9]").ReplaceAllString(stepID, "-")
+	containerName := trimToLen(prefix, 30-len(suffix))
+	return fmt.Sprintf("%s%s%s", prefix, containerName, suffix)
 }
 
 func trimToLen(s string, l int) string {
+	if l < 0 {
+		l = 0
+	}
 	if len(s) > l {
 		return s[:l]
 	}
diff --git a/pkg/runner/step.go b/pkg/runner/step.go
index 408f033..e5cf61c 100644
--- a/pkg/runner/step.go
+++ b/pkg/runner/step.go
@@ -37,21 +37,44 @@ func (rc *RunContext) setupEnv(containerSpec *model.ContainerSpec, step *model.S
 	}
 }
 
+func (rc *RunContext) newContainerCleaner() common.Executor {
+	job := rc.Run.Job()
+	containerSpec := new(model.ContainerSpec)
+	containerSpec.Name = rc.createContainerName()
+	containerSpec.Reuse = false
+
+	if job.Container != nil {
+		containerSpec.Image = job.Container.Image
+	} else {
+		platformName := rc.ExprEval.Interpolate(rc.Run.Job().RunsOn)
+		containerSpec.Image = rc.Config.Platforms[strings.ToLower(platformName)]
+	}
+	containerSpec.Entrypoint = "bash --noprofile --norc -o pipefail -c echo 'cleaning up'"
+	return common.NewPipelineExecutor(
+		rc.pullImage(containerSpec),
+		rc.runContainer(containerSpec),
+	)
+}
+
 func (rc *RunContext) newStepExecutor(step *model.Step) common.Executor {
 	job := rc.Run.Job()
 	containerSpec := new(model.ContainerSpec)
-	containerSpec.Name = rc.createContainerName(step.ID)
+	containerSpec.Name = rc.createContainerName()
+	containerSpec.Reuse = true
+
+	if job.Container != nil {
+		containerSpec.Image = job.Container.Image
+	} else {
+		platformName := rc.ExprEval.Interpolate(rc.Run.Job().RunsOn)
+		containerSpec.Image = rc.Config.Platforms[strings.ToLower(platformName)]
+	}
 
 	switch step.Type() {
 	case model.StepTypeRun:
 		if job.Container != nil {
-			containerSpec.Image = job.Container.Image
 			containerSpec.Ports = job.Container.Ports
 			containerSpec.Volumes = job.Container.Volumes
 			containerSpec.Options = job.Container.Options
-		} else {
-			platformName := rc.ExprEval.Interpolate(rc.Run.Job().RunsOn)
-			containerSpec.Image = rc.Config.Platforms[strings.ToLower(platformName)]
 		}
 		return common.NewPipelineExecutor(
 			rc.setupEnv(containerSpec, step),
@@ -62,8 +85,10 @@ func (rc *RunContext) newStepExecutor(step *model.Step) common.Executor {
 
 	case model.StepTypeUsesDockerURL:
 		containerSpec.Image = strings.TrimPrefix(step.Uses, "docker://")
+		containerSpec.Name = rc.createStepContainerName(step.ID)
 		containerSpec.Entrypoint = step.With["entrypoint"]
 		containerSpec.Args = step.With["args"]
+		containerSpec.Reuse = rc.Config.ReuseContainers
 		return common.NewPipelineExecutor(
 			rc.setupEnv(containerSpec, step),
 			rc.pullImage(containerSpec),
@@ -71,7 +96,6 @@ func (rc *RunContext) newStepExecutor(step *model.Step) common.Executor {
 		)
 
 	case model.StepTypeUsesActionLocal:
-		containerSpec.Image = fmt.Sprintf("%s:%s", containerSpec.Name, "latest")
 		return common.NewPipelineExecutor(
 			rc.setupEnv(containerSpec, step),
 			rc.setupAction(containerSpec, filepath.Join(rc.Config.Workdir, step.Uses)),
@@ -91,7 +115,6 @@ func (rc *RunContext) newStepExecutor(step *model.Step) common.Executor {
 		if err != nil {
 			return common.NewErrorExecutor(err)
 		}
-		containerSpec.Image = fmt.Sprintf("%s:%s", remoteAction.Repo, remoteAction.Ref)
 		return common.NewPipelineExecutor(
 			common.NewGitCloneExecutor(common.NewGitCloneExecutorInput{
 				URL: remoteAction.CloneURL(),
@@ -194,18 +217,24 @@ func (rc *RunContext) setupAction(containerSpec *model.ContainerSpec, actionDir
 
 		switch action.Runs.Using {
 		case model.ActionRunsUsingNode12:
-			containerSpec.Image = "node:12-alpine"
 			if strings.HasPrefix(actionDir, rc.Config.Workdir) {
-				containerSpec.Args = fmt.Sprintf("node /github/workspace/%s/%s", strings.TrimPrefix(actionDir, rc.Config.Workdir), action.Runs.Main)
+				containerSpec.Entrypoint = fmt.Sprintf("node /github/workspace/%s/%s", strings.TrimPrefix(actionDir, rc.Config.Workdir), action.Runs.Main)
 			} else if strings.HasPrefix(actionDir, rc.Tempdir) {
-				containerSpec.Args = fmt.Sprintf("node /github/home/%s/%s", strings.TrimPrefix(actionDir, rc.Tempdir), action.Runs.Main)
+				containerSpec.Entrypoint = fmt.Sprintf("node /github/home/%s/%s", strings.TrimPrefix(actionDir, rc.Tempdir), action.Runs.Main)
 			}
 		case model.ActionRunsUsingDocker:
+			if strings.HasPrefix(actionDir, rc.Config.Workdir) {
+				containerSpec.Name = rc.createStepContainerName(strings.TrimPrefix(actionDir, rc.Config.Workdir))
+			} else if strings.HasPrefix(actionDir, rc.Tempdir) {
+				containerSpec.Name = rc.createStepContainerName(strings.TrimPrefix(actionDir, rc.Tempdir))
+			}
+			containerSpec.Reuse = rc.Config.ReuseContainers
 			if strings.HasPrefix(action.Runs.Image, "docker://") {
 				containerSpec.Image = strings.TrimPrefix(action.Runs.Image, "docker://")
 				containerSpec.Entrypoint = strings.Join(action.Runs.Entrypoint, " ")
 				containerSpec.Args = strings.Join(action.Runs.Args, " ")
 			} else {
+				containerSpec.Image = fmt.Sprintf("%s:%s", containerSpec.Name, "latest")
 				contextDir := filepath.Join(actionDir, action.Runs.Main)
 				return container.NewDockerBuildExecutor(container.NewDockerBuildExecutorInput{
 					ContextDir: contextDir,
diff --git a/pkg/runner/testdata/node/push.yml b/pkg/runner/testdata/node/push.yml
new file mode 100644
index 0000000..1be8946
--- /dev/null
+++ b/pkg/runner/testdata/node/push.yml
@@ -0,0 +1,16 @@
+name: NodeJS Test
+
+on: push
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-node@v1
+        with:
+          node-version: 12
+          registry-url: https://registry.npmjs.org/
+
+      - name: Install Dependencies
+        run: npm install