575 PRs and counting: steipete uses an Astra /goal to refactor sync DB access into async workers
AlexTensor · x · 2026-09-27
Developer Peter Steinberger (steipete) shared a large-scale AI refactor case study: his biggest design mistake moving OC to SQLite was using synchronous DB access. Fine when a single agent reported via Slack/iMessage, but once one agent runs 50 sessions in parallel with the whole team on it, it became the bottleneck.
Running a /goal in Astra, the effort has so far landed 575 PRs migrating everything to async workers, shipped incrementally as progress is made. His takeaway: even huge refactors are no longer scary.
Quoting this, bendee983 pushes back on the "AI means you don't need to learn engineering" narrative: real builders make the key engineering decisions and use Claude Code to implement them—without fundamentals you won't even spot a concurrency bottleneck, let alone fix it.
Related event: steipete Uses Astra Agent to Land 575 PRs Refactoring OC to Async(2 posts)→
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