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Notes on systems, agents, and the parts that broke in production.
16 Aug 2026
The more AI systems I build, the more convinced I am that good AI engineering is not about putting models everywhere. It is about knowing where uncertainty is useful, where deterministic software is better, and where AI should not be involved at all.
7 min · AI · AI Engineering · LLMs · AI Agents · Software Engineering · Systems Design