3DCodeVerse and the mechanics of 3D code agents
How a DAG-based harness and a 2M-sample dataset turn 3D scenes into executable code for agents.
AI coding agents, spec-driven development, repo intelligence, verification of AI-written code
How a DAG-based harness and a 2M-sample dataset turn 3D scenes into executable code for agents.
Lessons from a healthcare meta-agent stack where tests, monitors and reviewers all failed in different ways.