AI & RAG
Flag breaking changes in inbound SDK PRs against the changelog corpus
When a pull request bumps the SDK dependency version, this reads the changelog corpus between the old and new versions and posts a review comment listing exactly which breaking…
How it runs
The automated pipeline, trigger to output.
- TriggerSDK-bump pull request opened or updatedGitHub
- LogicExtract old/new SDK version from dependency diff; exit if unchanged
- ActionRetrieve changelog entries in the version range from corpusPostgres
- LogicMatch breaking entries to symbols used in changed files
- OutputPost review comment with impacted changes and migration stepsGitHub
What it does
Indexes your published API changelog and migration notes, then watches for pull requests that bump your pinned SDK version. For each bump it retrieves every changelog entry between the old and new version, cross-references the breaking ones against the files the PR touches, and leaves a single review comment naming the risky changes and the lines to check.
When to use it
Use it when your team pins an SDK version and upgrades happen through dependency PRs (Dependabot, Renovate, or manual). It turns "bump and pray" into a reviewed decision before merge.
How it works
- 1A pull request opens or updates on GitHub.
- 2The flow parses the dependency diff to extract the old and new SDK versions; if no version changed it exits.
- 3It queries the embedded changelog corpus in Postgres for all entries in that version range.
- 4The agent ranks each breaking entry by whether the PR's changed files use the affected symbols.
- 5It posts a GitHub review comment summarizing impacted changes, severity, and migration steps, blocking auto-merge when severity is high.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect PostgresAny Postgres URL — query, write, migrate.
- 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 AI & RAG workflows
Publish a Grounded API FAQ Page to Confluence Weekly
Each week, clusters the top unanswered or repeated API questions, generates spec-grounded answers with citations.
Detect Breaking API Changes from Spec Diffs and Alert Owners
Compares the new OpenAPI spec against the previous version on each GitLab merge, uses retrieval over the changelog to classify whether changes are breaking.
Pre-meeting prep brief grounded in Coda and CRM
Before each booked sales meeting, builds a one-page prep brief by combining the account's HubSpot context with grounded talking points and objection responses pulled from your…
Coda-grounded sales answer bot with citations in Slack
Reps ask product, pricing, or competitive questions in Slack and get an answer drawn only from your Coda knowledge hub, with links to the exact docs and rows it pulled from.
Weekly knowledge-gap digest from unanswered rep questions
Each week, scans rep questions the answer bot couldn't ground in Coda, clusters the recurring gaps.
RFP and security questionnaire drafter grounded in Coda
Drafts answers to inbound RFP and security questionnaire questions by retrieving approved language from your Coda hub, then files the cited draft for review before a rep sends 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.