Posts
All the articles I've posted.
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The optimization you wrote isn't the one that runs
I had the optimization written and approved, and a week later it still wasn't what ran. The fix wasn't a better design. It was making the trigger deterministic and leaving the judgment to the model.
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Does this only work in Claude Code?
The most common objection to the Lucy Syndrome framework is that it's a Claude Code trick. It isn't. OpenAI shipped a native hook API for Codex, and the same functional scar now fires unchanged in both runtimes with identical deny semantics — the difference quarantined in a thin adapter. That is the empirical test of invariant I4: enforcement that runs outside the model's trust boundary belongs to no single platform.
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Darle al agente la fuente de verdad real
Un agente de IA que llamo MARCO colocó 26 obras de drenaje en el software de diseño vial a partir de una planilla. Lo interesante no fue la velocidad, sino encontrar en qué archivo vivía el pie de talud real, y convertir esa solución en una skill reutilizable.
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Give the agent the real source of truth
An AI setup I call MARCO placed 26 drainage culverts into our road-design software from a one-column list. The speed wasn't the interesting part. What mattered was finding which file held the real toe of the slope, and turning the fix into a reusable skill.