Team Idea
Demideus turns unfamiliar codebases into something a new contributor can act on in minutes, not days. Built with IBM Bob IDE, it analyzes a real repository, generates an architecture overview, an onboarding guide, and triage analysis for open issues, then presents all of it in a clean web dashboard instead of scattered docs and chat threads. We ran it against Tenstorrent's tt-metal, a dense, real-world ML infrastructure project, using Bob's Agent mode, subagents, and document understanding to explain the codebase and triage live bounty issues. The result: faster onboarding, faster triage, and a measurable drop in time-to-understanding.