ENGINEERING
Dependency Upgrade PR Auto-Test and Triage
When a dependency bump PR opens (Dependabot/Renovate or human), it runs the test suite in CI.
How it runs
The automated pipeline, trigger to output.
- TriggerPR opened or updatedGitHub
- LogicOnly dependency manifest changes
- ActionRun install + test suiteShell
- LogicBranch on pass vs fail
- ActionApprove + label readyGitHub
- OutputPost failure triage commentGitHub
What it does
Watches for pull requests that only touch dependency manifests, runs the project's test suite against them, and decides what happens next. Green builds get an auto-approval and a ready-to-merge label; red builds get a comment that names exactly which tests broke so a human can jump straight to the failure.
When to use it
Use it when bots like Dependabot or Renovate open a steady stream of bump PRs and your team wastes time manually kicking off CI and reading logs. It turns a noisy queue into a triaged one.
How it works
- 1A GitHub pull_request event fires when a PR opens or updates.
- 2A logic step filters to PRs that only change `package.json`, lockfiles, or other manifests.
- 3A shell step runs install plus the test suite in an isolated checkout and captures the result.
- 4A logic branch splits on pass versus fail.
- 5On pass, GitHub approves the PR and adds an `auto-merge-ready` label.
- 6On fail, GitHub posts a comment listing the failing test names and the first error line.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect ShellRun sandboxed commands inside the workspace.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
More Engineering workflows
Gate breaking API PRs behind downstream consumer acknowledgement
When a PR introduces a breaking contract change, comments the impact summary back on the PR, applies a blocking label.
Publish a versioned API changelog to Confluence on each release tag
On a new semver release tag, gathers the contract changes since the last release and writes a clean.
Agent reviews model-license fit and suggests compliant swaps on the PR
When a PR adds a Hugging Face model, an agent reads the model card and license, judges fit against your commercial-use policy.
Upgrade Impact Router to Module Code Owners
Maps a dependency-bump PR's affected modules to their CODEOWNERS, then DMs each owner on Slack with only the changelog slice that touches code they own.
Re-Voice IVR Prompts on Phone-Tree Config Merge
When a phone-tree config change merges in GitHub, regenerates the ElevenLabs audio for any prompt whose script changed in the diff and opens a follow-up PR adding the new audio…
Upstream Release to Notion Upgrade Brief
When a watched package publishes a new release, fetches the release notes, maps them to the internal modules that depend on it.
Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

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