Kits für Entwicklung
Mit Coding-Agenten spezifizieren, delegieren und prüfen.
Engineering Outer Loop Kit
Run your team's outer loop: daily triage, CI verdicts, release notes and postmortems.
Vorher: 11:12 AM. Main goes red on northwind/web right after #877 (saved filters) merges: error: relation "saved_filters" does not exist The Bot, the Skill in Cursor and the lead's Dot are all running.
Nachher: Verdict: REAL (confidence high). #877 queries saved_filters, but no migration creates it. Owner: Jonas. A human reverts #877 if main is still red at 12:00. 11:31 Jonas, Skill in Cursor: fix(orders): add the missing saved_filters migration. Rollback: revert with #877, safe, the table is empty. 11:43 Main green. Time to green: 31 minutes. Next morning, Dot: Add a CI check that fails when models change without a migration? Recommendation: add it this sprint. Review missed it on #877.
Engineering Outer Loop Bot
A Grok teammate that triages your repos at 9:00 and drafts release notes. It never merges.
Vorher: Weekday routine, Tue 2026-09-29 9:00 AM ET, northwind/platform and northwind/web. 14 open PRs, platform CI on main failing since 07:42, 3 new unlabeled issues, review SLA 24 hours.
Nachher: Main: platform RED since 07:42 (CI #5120), first bad commit a71e0d2 (#1944). web green. Top 3 today: 1. Fix main: #1944 uses OrdersResponse.nextPage, renamed by #1941 four minutes earlier. Dana to fix forward, or a human reverts #1944 2. Review platform#1931 (Marco, 28 h over SLA) 3. Review web#879 security bump once CI passes Approval needed: post this to #eng-outer-loop? Reply post, or edit.
Engineering Outer Loop Dot
Your ChatGPT dot keeps PRs, CI and Linear tidy and brings you only the decisions.
Vorher: Slack DM from Sam (support), 2:12 PM: "Lumen says CSV exports from the Orders page are missing the last row. Every time, any date range. Ticket #8812, I filed WEB-512."
Nachher: Reproduced: Yes. A test exporting 3 orders produced 2 data rows. Suspected cause: src/orders/export/toCsv.ts:41 loops with i < rows.length - 1, left over from #803. Status: Branch fix/WEB-512-csv-last-row prepared with regression tests, not pushed. pnpm test src/orders/export: 18 passed. Decision needed: Push the branch and open a draft PR?
Engineering Outer Loop Skill
Turn diffs, red CI logs and merged PRs into review-ready write-ups with the risk named.
Vorher: Branch feat/ENG-482-webhook-retries. Commits: "wip retries", "fix tests". Diff adds retry columns and CREATE INDEX on webhook_deliveries, 30 s doubling backoff up to 8 attempts, and a worker behind WEBHOOK_RETRY_ENABLED. No CI run shared.
Nachher: Summary: Failed webhook deliveries are now retried, up to 8 attempts with delays doubling from 30 seconds (about 64 minutes), behind WEBHOOK_RETRY_ENABLED, off by default. Risk: High. New index on webhook_deliveries (size unknown), and delivery becomes at-least-once. Rollback: Set WEBHOOK_RETRY_ENABLED=false. Safe. Must review 1. [Tier 1] retry-worker.ts: FOR UPDATE SKIP LOCKED runs outside a transaction, so two runs can send the same delivery twice.
Coding-Agenten schreiben den Code, aber alles drumherum bleibt an dir hängen. Diese Kits übernehmen die Arbeit rund um den Code: Spezifikationen, PR-Beschreibungen, Release Notes und Issue-Triage.