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Deterministic Gate

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Talos open-sources an AI shell agent with a deterministic permission kernel

A developer released Talos, version 0.15.1-alpha, an MIT-licensed AI agent that pairs a sandboxed Claude-based worker with real shell access for building, testing, and browsing tasks. Every action the agent attempts is checked by a separate deterministic security kernel that authorizes each tool call individually, tying it to exact arguments and letting it run only once within a thirty-second window.