Use cases
What are you
building?
Six ways teams put context intelligence to work. Each grounded in shipped capabilities, each ten minutes from the first measured gain.
AI coding agents Stop paying your coding agent to reread your repo. 30+ tools, auto-detected. 60–90% fewer tokens per read Custom bots Give your bot context intelligence: compact, retrievable, governed tool output. /v1 API · Python, TS, Rust SDKs Scrapers & crawlers Scrape raw. Feed lean. Clean, deduplicated, model-ready context from any page. HTML · PDF · RSS · YouTube intake Research agents Agents that stop repeating themselves: persistent findings, citation-backed output. EvidenceLedger · knowledge store Workflow automation Every tool call becomes model input. Normalize it, govern it, audit it. 95+ shell patterns · providers Enterprise agent platforms Govern what your agents can see, use and remember, with signed proof. PathJail · budgets · audit trail
Take back control of your context.
Free for local use, forever. CI enforces it. One binary, 30+ AI tools, zero telemetry.