QuantumByte addresses the critical gap between AI-generated code that builds and AI-generated code that works according to business intent. Targeting engineers and researchers in AI-assisted development, it provides an open-source engine that continuously verifies generated applications against explicit requirements, ensuring alignment and readiness for use.

How It Works

The system employs a "Convergence Programming" loop: Intent -> Build -> Verify -> Evidence -> Repair or Ready. A distinct, read-only "harness" component audits the application after each agent turn. This harness independently checks requirements, providing structured SUCCESS/FAIL verdicts with supporting evidence, preventing the builder agent from influencing the verification process. This separation ensures objective auditing and builds trust in AI-generated software.

Quick Start & Requirements

• Install: Clone the repository, navigate into it, and run make install, make db-up, make migrate, make dev. Access the app at http://localhost:3000. Use make help for development commands.
• Prerequisites: Docker and Docker Compose, Node.js 20+, Python 3.11+, and an Anthropic API key are required. Refer to docs/running.md for detailed setup.

Highlighted Details

• Continuous verification harness for AI-generated applications.
• Independent, read-only audits with structured verdicts and evidence per requirement.
• Live app previews featuring health checks and device frames.
• Worker coordination and project affinity for robust build recovery.

Maintenance & Community

The project is built in public and seeks founding contributors. Community interaction is encouraged via Discord. The roadmap is detailed in docs/roadmap.md, outlining future enhancements such as one-command self-hosting, model provider adapters, and advanced evaluation tooling.

Licensing & Compatibility

Licensed under the Apache License 2.0. This license generally permits commercial use and integration into closed-source projects.

Limitations & Caveats

The current release is an early-stage system. It does not yet claim full world-grounded verification, complete production readiness, or the proposed ConvergenceBench evaluation framework.