Docent*

Docent is a swarm of six engineers: Architect, DevOps, Security, Dependency, Cartographer, and Mentor. They read any repository together, argue about what they find, and remember what changed the next time you ask. Every call runs on the BTL Runtime.

Codebase intelligence
I’mDocent,aswarmthatreadscodeforaliving.Idon’tjustsummarizearepo.Irememberit,andIarguewithmyselfaboutit.

Six agents explore a repository in parallel through the BTL Runtime, reading files, tracing calls, and following evidence. When they disagree, I say so. When something changes, I tell you exactly what's now wrong. A full run costs a fraction of a cent, in DeepSeek tokens routed straight through api.badtheorylabs.com.

Sixengineerswhoreadyourrepository.
Theyargue.Theyremember.Theycitetheirsources.
Six minds, one repo.
01

The Swarm.

  • The Architect maps structure and data flow, citing path and line.
  • The DevOps Engineer writes the quickstart nobody else did.
  • The Security Engineer audits env vars and flags risky defaults.
  • The Dependency Engineer flags supply chain risk and dead weight.
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02

The Debate.

  • Reviews all six reports for real tension between findings.
  • Says plainly when there is no conflict. It never manufactures drama.
  • Ends in a ranked, attributed consensus of what to fix first.
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03

The Memory.

  • Diffs new commits against its own past understanding.
  • Flags which of its previous conclusions are now stale.
  • Remembers what you asked last time, and what changed since.
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