All posts tagged Production readiness, newest first.
· 14 min read · AI operating model
In METR's 2025 trial, 16 developers believed AI made them 20% faster. Tasks took 19% longer with AI allowed. METR now marks that result out of date.
production-readiness · ai-governance · shadow-ai · ai-pilots
· 12 min read · AI for boards
How to hand over AI leadership in steps that end in a test: what moves, who takes the role and how to tell it worked.
· 15 min read · Agentic architecture
What the sources say about multi-agent systems in production: where vendors agree, where they split, and what the research did not find.
· 6 min read · AI operating model
Most AI pilots stall on ownership, data rules and a missing outcome metric, not the model. Here is what has to be true before one reaches production.
ai-pilots · production-readiness · ai-governance · evals-in-ci