Journal· Sprint entry
Sprint entry
Jun 1 – Jun 14, 2026
2 repos

Reliability, performance, and safer regeneration

Summary

A two-week sprint focused on making the platform trustworthy and fast as it scaled. The throughline was reliability: GitHub sync now recovers from transient failures, and the most-visited dashboard screen stopped re-fetching on every visit.

Work completed

  • Reliability — added retry handling + a dead-letter path to background sync so activity stops silently going missing (acme/platform-api #482).
  • Performance — cached recent activity so the dashboard loads instantly on return instead of re-fetching (acme/web-app #311).
  • Maintainability — reworked summary generation so entries regenerate cleanly without duplicating state (acme/platform-api #479).

Technical decisions

Made background jobs idempotent by keying on the activity id — the decision that made retries safe rather than the retry loop itself. Chose to surface exhausted jobs in a dead-letter record instead of swallowing the failure.

Impact

The work timeline stays complete under GitHub rate-limiting, and the dashboard's most-visited screen is no longer a cold fetch every visit. Reliability work like this is invisible when it works and very damaging when it doesn't.

Collaboration / reviews

Reviewed the authentication cleanup PRs and helped settle how sessions are refreshed and invalidated.

Follow-ups

  • Add a metric/alert on dead-letter volume so silent failures surface quickly.
  • Extend the caching pattern to the activity detail view.

Evidence

  • acme/platform-api #482 — Improve GitHub sync reliability with retry handling
  • acme/web-app #311 — Reduce dashboard loading friction by caching recent activity
  • acme/platform-api #479 — Refactor summary generation flow