How a coding agent built render_compose for a Robolectric-based Android renderer MCP: parsing Kotlin composable signatures, building a semantics tree, and fixing two real failures along the way.
Deterministic validation hooks for AI-generated code. Stop type errors, security holes, and test failures before Claude commits them to your repository.
Over the last few weeks I've broken a lot of my own n8n AI workflows on purpose. A lead qualifier...
How a daily pipeline grounds LLM-written posts in NWS weather alerts: expiring signals, idempotent runs, a no-invent prompt rule and human approval.