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Building for Autonomy

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

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#ai-agents #machin #compiler #ai-engineering #self-hosted #a2a #automaintainer #cli #devtools #infrastructure #open-source #agent-first #ai #analytics #architecture #autonomous-maintenance #bootstrappers #byok #chatbot #chatsnip #ci-cd #concurrency #creativity #deep-work #grepapi #gtm #mago #mfl #micro-saas #multi-agent
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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