Fast Database for Agents
LSM + LLM summarization for agent logs; clever architecture, but zero adopters yet.
A browser designed for agent
No Chromium, no pixels—just semantic trees agents actually need in under 200ms.
AI agent developers, LLM application builders
Playwright · Puppeteer · Browserbase
LSM + LLM summarization for agent logs; clever architecture, but zero adopters yet.
Forked Chromium to freeze execution state—solves the stale-state problem that breaks most browser agents.
40x token reduction vs Playwright by returning tree deltas instead of DOM.
Replaces screenshots with structured UI data; AI agents control Windows apps via SQL queries.
Accessibility tree beats screenshot tokens, per-step model control is genuinely clever.
DOM-native agent execution beats screenshot-based approaches on speed and accuracy.