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2026 · Sole engineer

Conduit

ai agent service · fastapi, tool-calling, rag

A standalone Python service that gives any host application a tool-calling assistant — with the guardrails an enterprise actually needs before it lets a model touch its data.

Private repository — happy to walk through it on a call
Conduit — ai agent service · fastapi, tool-calling, rag

What it does

  • Multi-step agent loop with self-correction and streamed responses over server-sent events.
  • Write actions gated behind a propose, confirm and commit flow using single-use expiring tokens, so the model can never act unilaterally.
  • Retrieval with heading-aware chunking, inline citations, and an explicit 'I don't know' gate instead of a confident guess.
  • A 22-case evaluation suite with three graders, covering permission boundaries, prompt injection and honesty.
  • JWT passthrough so the agent inherits the calling user's permissions rather than holding its own.