Writing

On AI in real delivery: what to measure, what it costs, and which claims hold up once something ships.

3 posts · 2 categories
AI2
20 Aug 2026We Measure AI Adoption and Productivity. Are We Measuring AI Dependency?One half of the ledger has frameworks, vendors and a live argument. The other half has neither a definition nor a number.measurementreliabilityengineeringleadership17 Aug 2026Before You Claim AI Made Your Team Faster, Measure ItEleven questions clients ask about AI adoption, the evidence whodunit can use, and the one productivity number I do not think we should fake.aiproductivitydevopsopensource
Tools1
20 Jul 2026Relayent: use your AI subscription in your app — during dev cycleBuilding a product feature means metered API tokens, even while you're just developing. Relayent lets dev/QA lean on the AI subscription you already pay for. A dev-cycle tool, not a production one.aishowdevproductivityopensource