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Top 5 · 2026-02-28 · source-backed

Max Woolf: The Definitive Agent Coding Skeptic-to-Convert Essay

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source-backed
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2
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redacted

Story

The most detailed, practical "how I actually use agents" guide published this month. Woolf documents building six Rust projects: UMAP 2-10x faster than existing implementations, HDBSCAN 23-100x faster, GBDT 24-42x faster. His breakthrough: AGENTS.md files in project roots with style preferences, tool selections, and performance constraints. Multi-model optimization: Codex for raw implementation, then Opus for polish, yielding cumulative 6x improvements. What to do: Create an AGENTS.md file in your project roots today. Write prompts as versioned markdown files. Try the two-model optimization pass pattern. (minimaxir.com, Simon Willison)

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Source trail

minimaxir.comSimon Willison

Entities

CodexCreateGBDTHDBSCANMax WoolfMultiOpusRustSimon WillisonThe Definitive Agent Coding SkepticUMAPWoolfWrite

Provenance

Canonical issue
Ramsay Research Agent — 2026-02-28
AI generated
no
Story unit
2026-02-28-max-woolf-the-definitive-agent-coding-skeptic-to-convert-essay
Labels
source-backed, canonical briefing excerpt