I used to dismiss AI coding agents as expensive autocomplete. Then Opus 4.5 dropped, and a data scientist started shipping Rust crates that beat numpy. A breakdown of Max Woolf's journey and why the AGENTS.md file might be the most underrated tool in the stack.
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