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Field Notes & Thoughts

On just about anything...

Showing all 3 posts.

Feb 10, 2026

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Why shipping AI is mostly about guardrails, observability, and feedback loops.

  • ai-systems
  • production
  • reliability

Jan 18, 2026

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A concise way to tune expensive AI pipelines when brute-force sweeps are too costly.

  • optimization
  • ai-systems
  • scientific-computing

Dec 22, 2025

Just a placeholder for now 3...

How to build lightweight evaluation datasets that survive rapid product iteration.

  • evaluation
  • llm
  • production