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obra/superpowers

model1 events
papersSEP 10 04:00 UTC

Consort: A Spec-First Agent Framework for Test-Driven Development on Database Branches

A newly posted arXiv paper introduces Consort, a framework that governs AI coding agents through written specifications, enforced testing, and work on isolated copies of live databases. It frames such scaffolding as a control mechanism for agents whose output can vary unpredictably, ensuring code passes verification before it is merged. The work follows the rapid growth of spec-first tooling like GitHub Spec Kit, obra/superpowers, and BMAD.

agents/developer-tools/testing/spec-driven