Oct 6, 2026 ยท 3 min read
Zero-token execution boundary for local AI tool demos
A reusable local architecture that lets an LLM interpret natural language while deterministic Python and optional MCP boundaries own execution.
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Oct 6, 2026 ยท 3 min read
A reusable local architecture that lets an LLM interpret natural language while deterministic Python and optional MCP boundaries own execution.