DeepWiki and OpenClaw
If you want to understand a codebase, instead of prompting your agent to burn buckets of tokens, you can use Cognition’s DeepWiki service on public code repos on github.
DeepWiki indexes it, provides an overview, and a chat interface for follow up questions.
I wanted to understand more about OpenClaw, so I found the repo, and asked about how the AI agent works
Here’s the DeepWiki for OpenClaw
And the short thread where I asked about OpenClaw and the pi SDK
The codemap is an interesting visualization of the relative components. It’s a bit dense for me, since I’m not used to reading code, but still legible and interactive.
The pi SDK is another open source agent. My understanding is that it has a limited set of tools and it’s able to create and build new tools for itself.