Tag
4 posts
AI can do more than I let it do. A practitioner's boundary list — the places I deliberately don't use it, the two questions that draw the line, and where I have already changed my mind.
A 200 OK tells you nothing when the failure is a plausible wrong answer. Instrumenting agent systems: the span model, payload policy, tail sampling, cost accounting, and the path to diagnosis.
Hallucination is a family of failures, not one bug. A mitigation playbook: coverage versus utilization, grounding by construction, detection that routes, and containment.
Quality is not a number. A production framework for measuring AI systems: component metrics, calibrated judges, statistical honesty, and the failure modes of measurement itself.