Oct 6, 2026 · 1 min read
Deterministic capabilities with a strict request contract
A complete Python module that validates model output as data, then runs approved normal code for calculator, email syntax, and mock support-ticket requests.
Tag
ai-boundaries
3 published posts with this tag.
Oct 6, 2026 · 12 min read
One request, three boundaries, and one calculator behind the door
A local Python explainer about how trust and execution responsibility move from direct code to model requests to MCP.
Oct 6, 2026 · 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.