Skip to content

For the complete site index, see llms.txt.

Workprentice for Engineering

Your backlog, shrinking every day. Autonomously.

Your apprentice handles the operational overhead of engineering — small fixes, incidents, dependencies, review queues — so your team writes features, not postmortems.

Get started Explore features
Works withGitHubGitLabJiraLinearSentryPagerDutyPostHogSlackall 68

A read before you connect

Test coverage, dependency freshness, open-issue shape and review latency, read from public signals — the first work product lands before you connect anything.

PRs, not promises

Every afternoon it picks high-confidence backlog issues, makes the change, runs the tests, and opens a PR — then addresses reviewer feedback. Your backlog shrinks while the team builds.

Postmortems in minutes

When PagerDuty fires, the timeline assembles itself: Sentry errors, recent deploys, the Slack thread. The postmortem is drafted before the on-call engineer sits down.

CVEs caught early

New advisories checked against every repo's dependency tree, with a minimal-bump upgrade PR drafted when you're affected — in review before the advisory makes the rounds.

No PR left waiting

Hourly triage of open PRs: stale reviews surfaced, high-risk changes flagged for senior eyes, reviewers suggested by ownership and load.

Ships as a guild

The Engineering Guild

Everything above installs together in one step — 2 agents, 5 assignments, and the tables and knowledge they work from, configured from a handful of answers.

Backlog Engineer

Works the backlog down a little every day, and opens pull requests with the test run behind them.

Incident Scribe

Assembles the timeline while it is still warm, and drafts the postmortem nobody wants to write at 3am.

Assignments

  • Repository Health Snapshot
  • Backlog Burndown
  • Code Review Triage
  • Dependency Vulnerability Watch
  • Incident Postmortem Prep

Set up for you

  • On-call runbook document
  • Incident log table
  • Engineering runbooks knowledge base

Repository Health Snapshot runs the moment you enlist — it needs no integration at all, so there is a real work product waiting before you connect anything.

Browse guilds

Put your engineering apprentice to work

Get started for free. No credit card required.

Get started Read the docs