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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 Language That Maintains Itself

First machin compiled itself. Then I handed its maintenance to an autonomous agent fleet: 104 merged PRs in three days, 40 issues cleared, trust score 57→100. Here's the honest version — the five systems bugs autonomy actually required, the gates that held, and the fix an agent claimed that a repro disproved.

#machin #ai-agents #autonomous-maintenance #compiler #ai-engineering
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