Falconer

Documentation goes stale fast, and Falconer is built around that problem. Falconer is an AI knowledge management platform that acts as a shared memory for teams and AI agents, keeping internal docs current as work changes.

It draws context from your code, projects and tasks to generate documentation and diagrams.

It connects to tools such as Slack, GitHub and Linear, so updates to the codebase and team discussions can feed back into the docs instead of waiting for someone to rewrite them by hand.

The selling point is a self-updating source of truth for the whole organization, which matters most for engineering teams whose knowledge lives in code and chat threads.

If your docs usually fall behind the repository, Falconer is an AI knowledge base aimed squarely at that gap.