ENGINEERING
Map a Dependency Changelog to Affected Internal Modules
When a dependency bump PR opens, parse the new version's changelog, match changed APIs against every internal import site.
How it runs
The automated pipeline, trigger to output.
- TriggerDependency-bump PR openedGitHub
- ActionFetch changelog for version rangeGitHub
- ActionExtract changed/removed APIs from notesOpenAI
- ActionSearch repo for affected import sitesGitHub
- LogicAny affected modules found?
- OutputPost impact-map PR commentGitHub
What it does
Turns a raw dependency-bump pull request into an actionable impact map. It reads the changelog between the old and new version, extracts the changed, deprecated, and removed symbols, then cross-references them against the actual import sites in your codebase so reviewers see precisely which files are at risk.
When to use it
Run it on every `package.json` or lockfile bump PR (from Dependabot, Renovate, or a human). Best for teams that merge upgrades cautiously and want to skip the manual grep-the-changelog ritual.
How it works
- 1A pull request opens that touches a dependency manifest.
- 2The flow fetches the changelog/release notes for the version range from GitHub.
- 3An LLM extracts a structured list of changed, removed, and deprecated APIs from the notes.
- 4It searches the repo for import and call sites of those symbols.
- 5A branch checks whether any affected sites were found.
- 6It posts a PR comment listing affected files, the breaking symbol, and a suggested review owner per area.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect OpenAIModels, embeddings, files.
- 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.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.