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devlinliles.com· irregular· Published yesterday

A technology executive shares practical lessons on running AI and LLM systems in production, covering data residency in routing, reasoning-budget tuning via evals, and detecting cost drift. The writing is first-person, concrete, and grounded in measured experiments with specific numbers.

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