supporting

tooned

Author · 2026

Syncs work history, docs, and repos into a compact index agents can query — RAG-like retrieval without MCP overhead. Currently supports Atlassian (Jira, Confluence, Bitbucket).

Approach

  • Ingests data from systems like work history, documentation, and repositories.
  • Currently supports Atlassian: Jira, Confluence, and Bitbucket.
  • Exposes a simple interface so AI agents can fetch context quickly and efficiently.
  • Latest tests: ~10× fewer tokens and ~5× faster vs MCP-based retrieval.

Stack

Node.js · TypeScript

← All work

© 2026 Nathan Beaulieu · GitHub