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AI Platforms

AI platform work is the boring machinery that lets product teams experiment without turning every feature into a one-off model integration. The platform owns traces, schemas, routing, retries, eval hooks, and guardrails around expensive or risky work.

Start here

  1. →Make common reliability work reusable.
  2. →Keep model churn behind stable interfaces.
  3. →Expose costs, latency, and the ways calls fail.
  4. →Give teams safer defaults for experiments.

Related writing

  • If It Has to Happen, Don’t Put It in the Prompt

    Essay · ai · agents · ai reliability

    When agent instructions turn into all caps rules, the fix is often to move the requirement out of the prompt and into a workflow that can check it.

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