ENGINEERING
Weekly Latency Envelope Recompute and PR
Each week, recompute per-query-shape p95 budgets from the latest Honeycomb data and open a GitHub pull request updating the budget config when production latency has drifted…
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule
- ActionPull p95/p99 by query shape (30d)Honeycomb
- LogicDiff observed vs committed budgets
- ActionWrite updated budget config
- OutputOpen PR with new budgetsGitHub
What it does
Latency budgets go stale as traffic and data grow. This workflow keeps them honest by recomputing every query shape's envelope from the trailing 30 days of Honeycomb data each week, then opening a pull request to update the committed budget file whenever the real p95 has drifted past a tolerance. The team reviews and merges, keeping the gate calibrated.
When to use it
Use it when your slow-query gate produces false positives or rubber-stamps because the budgets no longer reflect reality. It replaces manual budget tuning with a reviewable weekly proposal.
How it works
- 1A weekly schedule triggers the recompute.
- 2A Honeycomb action pulls p95 and p99 by query shape over the last 30 days.
- 3A logic step diffs the observed values against the committed budgets and keeps only shapes that drifted beyond tolerance.
- 4If nothing drifted, the run exits; otherwise it writes the updated budget config.
- 5A GitHub action opens a pull request with the new budgets and a per-shape changelog for review.
Set it up
What you configure once, before turning it on.
- 1Connect HoneycombDistributed traces and queries.
- 2Connect GitHubRepos, issues, pull requests, actions.
- 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.