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Building for Autonomy

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

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#machin #ai-agents #ai-engineering #compiler #open-source #self-hosted #agent-first #agents #cli #devtools #peage #a2a #automaintainer #concurrency #inference #infrastructure #llm #mago #performance #roam #supercli #agent-economy #ai #analytics #architecture #autonomous #autonomous-maintenance #bootstrappers #byok #chatbot
Product · July 2026

Four Specs That Make Any CLI Agent-First

I ship a lot of CLIs — grepapi, mago, remotecmd, chatsnip, automaintainer. Each one needed the same four things: a way for agents to read its output, learn its model, report bugs, and update itself. So I wrote four tiny specs that any CLI can adopt in 30 minutes each.

#cli #agent-first #open-source #specs #devtools
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