Research software

Platform version labels are distinct from model and dataset version strings; container images are pinned for reproducible sandbox execution.

• Web platform: the public site and research workspace (Next.js and TypeScript).
• Analysis engine: ingestion, static analysis, sandbox control, feature extraction, and training (Python).
• Shared contract: the OpenAPI specification both sides are built against.
• Infrastructure: container definitions for local services and the sandbox base image.

Licences are chosen per component before its first public release. Components that could be misused, such as sandbox tooling, are reviewed for safety before any code is published.