#promptversioning

A five-stage pipeline for shipping prompt changes safely: versioning, golden-dataset eval gates, shadow mode, guardrailed canary, and an honest A/B test.

Phil Karlton was right — cache invalidation is one of the two hard problems. For LLM caches, the four invalidation strategies that actually