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Building for Autonomy

Thoughts on agent-first infrastructure, self-hosted systems, and owning the stack.

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Language · July 2026

The compiler that hands you the murder weapon

An AI writes most of the code now — and its failure mode is the plausible-but-wrong function. So I taught the machin compiler to be an adversary: it hunts for the exact input that breaks your code, hands it back with a runnable repro, and — when the input space is small enough — proves there isn't one. Honestly.

#machin #compiler #verification #ai-engineering #design-by-contract
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