Markdown that runs — one file, any agent.

LLM agents as your hyperparameter optimizer.

Interactive documents from Markdown. Extends MD with forms, approvals, webhooks, and more — built for next gen apps

Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no target-task supervision. (Code coming soon.)