Posts Tagged "platform-engineering"

My agent pipeline runs for hours, survives Ctrl+C, and resumes from where it stopped. There's no Temporal, no queue, no database. The state lives in YAML files and commits.

The leap from AI-assisted coding to autonomous batch processing. Fresh context per task, filesystem locks, model routing, and orchestration that runs while you sleep.

Exponential backoff, dual timeouts, SSE heartbeats, idempotency caches — the unglamorous patterns that keep LLM-powered systems running at 3am.

The AI picks up a planned issue, implements it, tests it, commits, and marks it done. How headless batch mode lets me plan in the afternoon and wake up with code in the morning.