Your Website Was Built for People. Your APIs Were Not
Agent readiness is not a content problem. It is a question of identity, scope, idempotency and telemetry — and most businesses should expose no actions.
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The AI Feature Is the Easy Part
Wiring a model into an application takes days. Making it evaluable, observable and safe is the real work, priced by blast radius rather than novelty.
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AI Needed a Place in the Product Architecture
Where an AI call sits decides what data it can reach, how it fails and whether you can trace it. A risk-based way to place AI in a product architecture.