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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Kevin Hartman

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#artificial intelligence Preprint Sep 2026

Introducing Consort: A Spec-First Agent Framework for Enforced, Test-Driven Development on Live Database Branches

When an agent writes code, the development framework becomes the control system for a non-deterministic worker. Spec-first, agent-driven frameworks have gained rapid traction since 2025; the installable ones, GitHub Spec Kit, obra/superpowers, BMAD, and GSD, and our own, all capture intent through a specification or du...

Kevin Hartman · 0 citations

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