production AI systems
2 posts
Article
Claude optimizes what it measures
Claude only makes faster what you let it measure. Build the measure-change-verify loop, carry guardrail metrics, and verify every change against a baseline.
Article
2026's AI failures aren't model failures
AI deployments fail at orchestration, not capability. Building validated pipelines around the model - not completing the task - is the real job.