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Overview
The production control plane for AI agents. Run agents like production servers: isolated, observable, and controlled. Firecracker microVMs with sub-200ms boot.
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Why AI Agents Need a Two-Tier Architecture
How do you deploy a public chatbot that runs real commands - ffmpeg, shell tools, anything - without a stray prompt wiping your host or leaking your keys? Split the brain from the hands.
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How Claude Code & Codex approach sandboxing
How OpenAI's Codex and Anthropic's Claude Code prevent an LLM from running arbitrary commands on your machine. Same OS primitives, different trust architectures.
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Anthropic Skills Can Be Programmatically Optimized (Using DSPy)
Are the Skills already optimized at the job they are supposed to do? Or can we make it even better?
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