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The pair programmer

Mentor

Lives in a chat dock on every page, remembers your team’s context, and pages a human the second it’s actually stuck.

Agents need grounded knowledge and a human fallback.

How it works

  1. 01Sits in a chat dock on every page of this site, one Durable Object per team
  2. 02Grounds every answer in this event’s own docs via AI Search, not memory
  3. 03Remembers your team’s conversation across the whole build block
  4. 04Escalates to a human host the moment it’s not confident, instead of guessing

Built with

  • Durable Object, one instance per team
  • Workers AI: @cf/meta/llama-3.1-8b-instruct-fast
  • AI Search (AutoRAG) grounding
  • WebSocket chat dock

If it breaks

If AI Search or the model call fails, you get a clear message and an automatic human escalation, never a guess. If the WebSocket itself drops, the dock falls back to a static "ask a host" card.

Meet the rest of the crew
ScopingMCP ServerJudgeBring-It-Home