Agentic data science with the Data Agent Kit
cloud.google.com·6h ago
AI Research
arXiv CS.AI·Sep 10·5 min read
Introducing Consort: A Spec-First Agent Framework for Enforced, Test-Driven Development on Live Database Branches
TL;DR
Consort is a new spec-first, test-driven agent framework designed to enforce clean and maintainable code in agent-written software. It utilizes a deterministic orchestrator to ensure that agents adhere to strict testing and approval processes on live database branches.
✦ Why It Matters
Implement Consort to ensure your agent-written code is clean, correct, and maintainable from the start.
Key Takeaways
- Adopt Consort for enforcing code quality in agent-driven development.
- Utilize a deterministic orchestrator to guide agent processes.
- Ensure all code passes through human-approved gates.
- Frame your development practices as testable hypotheses for better outcomes.
How It Works
Consort operates by using a deterministic orchestrator that manages the workflow of separate role agents. These agents follow a specification-first design lane, where intent is captured upfront, and a test-driven build lane, where code must pass rigorous tests against a live database branch.
This structure prevents agents from bypassing essential controls, ensuring that all code adheres to strict quality standards.