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Building for Autonomy

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

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#ai #crevisto #guide #machin #ai-agents #open-source #tutorial #design #devtools #agent-first #ai-engineering #cli #self-hosted #peage #agents #automaintainer #compiler #security #dogfooding #image-generation #image-tools #mfl #remotecmd #art #automation #infrastructure #memgraph #performance #roam #style
Product · August 2026

Free SAST for private repos — no per-developer seat tax

GitHub CodeQL is free for public repos. For private repos it's $49/committer/month. Snyk is $25/dev. Semgrep is $40/dev plus AI credits per finding. machin-secure is free — for private repos too, no enterprise plan required, no per-developer seat tax, your code never leaves your CI. Here's what it is, what it isn't, and why I built it.

#machin-secure #security #ci #open-source #sast
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Product · August 2026

I Built a Security Auditor for AI Agents. It Has No AI Inside.

machin-secure scans a codebase for secrets, injection, and weak crypto and streams JSONL findings. The interesting part isn't the scanner — it's that it has no LLM client, no report generator, and no sandbox. The calling agent already is the model.

#machin-secure #machin #ai-agents #open-source #self-hosted #security #hart
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