Posts Tagged "platform-engineering"

25 Issues Overnight: Batch AI That Doesn't Need You

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.

The Boring Stuff That Keeps AI Running at 3am

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

Sub-10ms AI Responses Without Calling the LLM

Users ask similar questions in different words. Semantic caching with pgvector turns repeated intent into instant answers — no LLM call, no embedding, no retrieval pipeline.