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Building for Autonomy

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

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All Product Language Infrastructure Open Source AI & SWE AI Engineering Framework

#machin #ai-agents #ai-engineering #compiler #open-source #self-hosted #a2a #agent-first #automaintainer #cli #devtools #infrastructure #mago #ai #analytics #architecture #autonomous-maintenance #bootstrappers #byok #chatbot #chatsnip #ci-cd #concurrency #creativity #crm-cli #crmd #deep-work #design-system #game-dev #grepapi

Product · July 2026

An AI Agent Audits Your LinkedIn Profile — In Public

A free tool: paste your LinkedIn URL and an autonomous agent audits your profile in public — as a GitHub issue, a pull request, and a shareable report. It's a live demo of three things I've been building: mago (agents that run companies), hart (self-hosted artifacts), and machin (one binary, no Node).

#ai-agents #mago #machin #linkedin