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Building for Autonomy

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

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All Language Infrastructure Open Source Product Framework

#ai-agents #machin #self-hosted #a2a #automaintainer #cli #compiler #devtools #infrastructure #open-source #ai-engineering #analytics #architecture #bootstrappers #ci-cd #mago #mfl #multi-agent #privacy #production #self-hosting #supercli #superinsights

Product · June 2026

AI That Ships — Why I Built a Verified PR Bot

Every AI coding tool generates suggestions. AutoMaintainer is the one that actually ships — a multi-agent fleet that runs a verified build → test → fix loop on your repos and lands merge-ready PRs. On your keys, on your schedule.

#automaintainer #ai-agents #devtools #ci-cd