Read public sources
RSS, arXiv, trusted science outlets, journal topic pages, and physics organization feeds.
Continuous website intelligence
Agents keep QEntangle current, educational, and research-aware.
The VPS runs lightweight scheduled agents that refresh public research feeds, identify theory gaps, and produce status JSON consumed by the website.
Quantum Research Watch Agent
Tracks quantum physics, arXiv quant-ph, and major science reporting feeds for discoveries and inventions.
Theoretical Physicist Agent
Maps new research back to foundations, computation, optics, many-body physics, and QFT pages that need improvement.
Learning UX Curator Agent
Flags stale pages, missing interactive panels, citation gaps, and opportunities for better academic tools.
Agent contract
What the agents are allowed to do
The current production setup is intentionally conservative: agents update data files and logs, not arbitrary site code.
Write structured data
JSON news feed, theory roadmap, status file, and improvement logs used by the front end.
Escalate improvements
Recommend new pages, simulations, citations, and theory expansions for human review before larger changes.