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AI & Automation Insights

Field notes on shipping LLM features, agents and automation that survive production.

Insights

What works, what breaks and what costs more than expected.

  • When RAG beats fine-tuning
  • Designing human-in-the-loop agent workflows
  • Evaluating LLM output quality
  • Controlling inference cost at scale
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