Production AI Articles — Atticus Li

Atticus Li

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Production AI

Articles exploring production AI through the lens of behavioral science and experimentation. Practical frameworks for growth leaders who measure in revenue, not vanity metrics.

2 articles

AI model evaluation Apr 7, 2026 7 min read

The Developer's Guide to Evaluating AI Models for Production Use

A developer's guide to evaluating AI models for production use. Learn benchmarking, cost analysis, latency testing, and reliability assessment for LLMs.

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system prompts Apr 7, 2026 7 min read

How to Write System Prompts That Actually Work

Learn how to write effective system prompts for AI models. Practical techniques for reliable, consistent output in production applications.

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