Applied Innovation · Product Studio
We build products that make every token count — less noise, more signal, faster AI.
Products
Repository intelligence
Single Rust binary. Local MCP server for Claude, Cursor, Windsurf, and other clients - search code by meaning, trace call graphs, inspect change impact, query git history, and keep memory across sessions without sending code to the cloud.
Browser automation
Deterministic, MCP-first browser automation for coding agents. Launch or attach to Chrome over CDP, inspect compact page state with stable refs, extract structured content, and debug real browser traffic without an LLM in the critical path.