ENGINEERING
On PR merge, baseline its query paths so future slowdowns are traceable
When a PR merges this records a Honeycomb latency baseline for the query paths it touched and annotates the GitHub PR, so any later regression can be attributed back to this…
How it runs
The automated pipeline, trigger to output.
- TriggerGitHub pull request mergedGitHub
- LogicIdentify touched query paths; skip if none monitored
- ActionCapture current latency baseline from HoneycombHoneycomb
- OutputComment the baseline back on the GitHub PRGitHub
What it does
Makes future regression hunting cheap by capturing evidence at merge time. When a PR merges, it snapshots current Honeycomb latency for the query paths that PR touches and writes that baseline back onto the PR — so when latency drifts later, the offending change is already documented.
When to use it
Use it on repos where deploys batch many PRs and after-the-fact attribution is painful. Establishing a per-PR query baseline up front turns a guessing game into a lookup.
How it works
- 1A GitHub pull-request-merged event triggers the flow.
- 2It inspects the diff to identify which query paths or migrations the PR touches.
- 3A logic step skips PRs that touch no monitored query paths.
- 4It queries Honeycomb for the current latency baseline on those paths.
- 5It posts the captured baseline as a comment back on the merged GitHub PR.
- 6It records the PR-to-query mapping so later regression flows can attribute fast.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect HoneycombDistributed traces and queries.
- 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.