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+---
+id: k8s-proxy-developer-workflow
+title: Developer Workflow with Keploy Proxy
+sidebar_label: Developer Workflow
+description: How developers edit Keploy test data on branches, validate locally, and gate pull requests with cloud replay + branch-merge in CI.
+tags:
+  - K8s
+  - Developer Workflow
+  - CI/CD
+  - Branches
+keywords:
+  - Keploy branches
+  - cloud replay
+  - branch-merge
+  - CI approval gate
+  - MCP
+  - upload test-set
+---
+
+# Developer Workflow with Keploy Proxy
+
+import ProductTier from '@site/src/components/ProductTier';
+import useBaseUrl from '@docusaurus/useBaseUrl';
+
+<ProductTier tiers="Enterprise" offerings="Self-Hosted, Dedicated" />
+
+Once recording works in your cluster, the next question is how your team edits test data without stepping on each other and how those edits land in `main` only after review. Keploy mirrors the git workflow: every change to a test case or a mock lives on a **Keploy branch**, a teammate reviews the diff in the dashboard, and CI replays the branch on every pull request before folding it into main on merge.
+
+This page walks through the two halves of that workflow:
+
+1. **Editing test cases and mocks on a branch**—how a developer adds a new mock, edits a test case, or uploads a freshly recorded test set.
+2. **Wiring up your CI pipeline**—how to run cloud replay against the branch on PR open, gate the merge on review, and merge the branch into main when the PR merges.
+
+The pipeline section assumes the application is already recording—see [K8s Record Replay](/docs/quickstart/k8s-proxy) to set that up first.
+
+---
+
+## Editing test cases and mocks on a branch
+
+### 1. Create a Keploy branch
+
+Every write—adding a mock, editing a test case, uploading a recording—must happen on a branch. Direct writes to `main` are rejected. The branch name typically mirrors your git branch so reviewers can correlate the two.
+
+There are two ways to create one.
+
+**Option A—From the dashboard.** Open your app → **Branches** → **Create branch** and enter a name (use your git branch name).
+
+<img src={useBaseUrl('/img/k8s-proxy-create-branch.png')} alt="Create a Keploy branch from the dashboard" width="100%" style={{ borderRadius: '5px' }}/>
+
+**Option B—From the MCP server / REST API.** When you're driving Keploy from an IDE agent (Claude Code, Cursor, Windsurf), the agent calls the `create_branch` MCP tool. The same operation is also exposed as a plain REST endpoint for scripts and other automation.
+
+- **MCP tool**: `create_branch`
+
+  ```json
+  {
+    "app_id": "<keploy-app-uuid>",
+    "name": "feat/discount-flow"
+  }
+  ```
+
+  Returns `{branch_id, name, status, created}`. Find-or-create: passing a name that already exists on a writable branch reuses it (`created: false`); a fresh name mints a new one (`created: true`). Pass the returned `branch_id` to every subsequent write tool—direct writes to `main` are rejected.
+
+- **REST API** (what the MCP tool calls under the hood):
+
+  ```bash
+  curl -X POST "$KEPLOY_API_SERVER/client/v1/apps/<app-id>/branches/ci" \
+    -H "Authorization: Bearer $KEPLOY_API_KEY" \
+    -H "Content-Type: application/json" \
+    -d '{"name": "feat/discount-flow"}'
+  ```
+
+  `POST /client/v1/apps/{appId}/branches/ci`—same find-or-create semantics. Returns the branch on success; an existing-but-non-writable name (e.g. already merged) returns `ErrBranchNameTaken`.
+
+### 2. Edit test cases or mocks
+
+There are three ways to add or edit test data on the branch. Pick whichever matches how you're working—they all write to the same branch overlay, so the dashboard diff page sees every change regardless of source.
+
+**From your IDE (MCP):** Keploy ships an MCP server that Claude Code, Cursor, and Windsurf can connect to. The agent exposes tools like `create_mock`, `update_mock`, `delete_mock`, `link_mock`, `upload_recording`, and `delete_recording`. All write tools require a `branch_id` argument; calling them without one is rejected, which is what keeps `main` untouched. The full tool surface is auto-generated from the api-server's `/client/v1` OpenAPI spec—browse it at [api.keploy.io/client/v1/docs](https://api.keploy.io/client/v1/docs) for the underlying REST shape each tool wraps.
+
+**From the dashboard UI:** open the **Recordings** page, switch to your branch in the branch selector, and use the **+** menu to add a mock or edit an existing test case inline. Edits flow through the same branch overlay.
+
+<img src={useBaseUrl('/img/k8s-proxy-dashboard-edit.png')} alt="Edit mocks and test cases from the dashboard" width="100%" style={{ borderRadius: '5px' }}/>
+
+**From the CLI (for whole test sets):** if you just recorded a new flow with `keploy record` on your laptop, upload the resulting `keploy/test-set-N/` directory as a single bundle:
+
+```bash
+keploy upload test-set \
+  --app <namespace>.<deployment> \
+  --branch $(git rev-parse --abbrev-ref HEAD) \
+  --test-set keploy/test-set-0 \
+  --name checkout-happy-path
+```
+
+This posts the whole bundle (cases + mocks + mapping) to the JWT-gated `/atg/recordings/bundle` endpoint in one request—much faster than emitting the bundle through MCP tool arguments.
+
+### 3. Validate the branch locally
+
+Before opening a pull request, replay the branch from your machine to make sure the changes you made don't break anything. The CLI accepts `--branch-name` to scope the run to your branch overlay:
+
+```bash
+keploy cloud replay \
+  --app <namespace>.<deployment> \
+  --branch-name $(git rev-parse --abbrev-ref HEAD)
+```
+
+The command fetches the test sets and mocks from the branch view, runs each case against your deployed cluster, and prints pass/fail per suite. If a case fails, fix the mock or case on the branch (step 2) and re-run.
+
+### 4. Open a pull request
+
+Push your code changes to git and open the PR as usual. The Keploy branch with the same name now travels alongside your code change—the CI pipeline picks it up on the next step.
+
+---
+
+## Wiring up your CI pipeline
+
+The pipeline has two jobs:
+
+- **On pull-request open / sync**: run `keploy cloud replay` against the pull request's branch. If the branch has changes that haven't been reviewed, the command exits non-zero and the CI job fails with a dashboard URL the reviewer can open.
+- **On pull-request merge**: run `keploy cloud branch-merge` to fold the branch's overlay into `main` so subsequent runs against `main` see the new test data.
+
+The examples below use GitHub Actions; the same two commands work in GitLab CI, Jenkins, or any other runner.
+
+### 1. Replay on PR open
+
+```yaml
+# .github/workflows/keploy-replay.yml
+name: Keploy Replay
+on:
+  pull_request:
+    types: [opened, synchronize, reopened]
+
+jobs:
+  replay:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install Keploy
+        run: curl -sSL https://keploy.io/install.sh | bash
+
+      - name: Replay against the PR branch
+        env:
+          KEPLOY_API_KEY: ${{ secrets.KEPLOY_API_KEY }}
+        run: |
+          keploy cloud replay \
+            --app <namespace>.<deployment> \
+            --create-branch ${{ github.head_ref }}
+```
+
+What happens on each PR:
+
+- Keploy looks up (or creates) a branch named after `github.head_ref`—the same name your developer used in step 1.
+- It replays every test set on the branch overlay against your deployed cluster.
+- After the replay finishes, the **CI approval gate** runs. The gate blocks the job (exit code non-zero) when **all four** are true:
+  1. The job is running in a CI environment.
+  2. The branch has diffs against main (added / modified / deleted entities).
+  3. Some local test set passed, so the replay actually exercised changed data.
+  4. The branch's `Status` is not yet `approved`.
+
+When the gate blocks, the CLI prints a dashboard URL pointing at the branch's diff page. Without all four conditions, the gate is a no-op and the job's pass/fail is determined by the replay result alone.
+
+### 2. Approve the test-data diff in the dashboard
+
+A reviewer (typically the same person reviewing the code PR) opens the URL the CI job printed. The page shows every changed mock and test case side-by-side—added rows in green, modified rows with inline diff, deleted rows in red.
+
+After confirming the changes look right, the reviewer clicks **Approve**. The branch's status flips to `approved`, the gate stops blocking, and the next CI run on that PR turns green without any other change.
+
+<img src={useBaseUrl('/img/k8s-proxy-branch-diff-approval.png')} alt="Branch diff and approval flow in the dashboard" width="100%" style={{ borderRadius: '5px' }}/>
+
+### 3. Merge the branch on PR merge
+
+On PR merge, run `keploy cloud branch-merge` to fold the branch overlay into `main`. After this step, the branch's recordings and mocks are part of the main view; subsequent replays on `main` (e.g., nightly regression runs) include the changes you just merged.
+
+```yaml
+# .github/workflows/keploy-branch-merge.yml
+name: Keploy Branch Merge
+on:
+  pull_request:
+    types: [closed]
+
+jobs:
+  merge:
+    if: github.event.pull_request.merged == true
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install Keploy
+        run: curl -sSL https://keploy.io/install.sh | bash
+
+      - name: Merge the Keploy branch
+        env:
+          KEPLOY_API_KEY: ${{ secrets.KEPLOY_API_KEY }}
+        run: |
+          keploy cloud branch-merge \
+            --app <app-id> \
+            --branch ${{ github.head_ref }}
+```
+
+`keploy cloud branch-merge` is idempotent—running it twice on an already-merged branch is a no-op. If the PR was closed without merging, the `if:` guard above keeps the job from firing.
+
+---
+
+## Putting it together
+
+A typical day with this workflow looks like:
+
+1. A developer cuts a git branch and creates a matching Keploy branch with `--create-branch`.
+2. They add or edit mocks and test cases on that branch (from their IDE via MCP, the dashboard, or a CLI upload).
+3. They replay the branch locally with `keploy cloud replay --branch-name`, fix anything that broke.
+4. They push the code change and open a PR.
+5. CI replays the branch and either passes or asks for review via the approval gate.
+6. A reviewer approves the test-data diff in the dashboard.
+7. On PR merge, CI runs `keploy cloud branch-merge` and the new test data lands on `main`.
@@ -148,6 +148,7 @@
           "collapsed": true,
           "items": [
             "quickstart/k8s-proxy",
+            "quickstart/k8s-proxy-developer-workflow",
             "running-keploy/k8s-proxy-daemonset-architecture"
           ]
         },
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`@@ -148,6 +148,7 @@`
`148`	`148`	`"collapsed": true,`
`149`	`149`	`"items": [`
`150`	`150`	`"quickstart/k8s-proxy",`
	`151`	`+ "quickstart/k8s-proxy-developer-workflow",`
`151`	`152`	`"running-keploy/k8s-proxy-daemonset-architecture"`
`152`	`153`	`]`
`153`	`154`	`},`