Lab
Small interactive pieces. Each one takes something everyone uses and shows what it is doing underneath.
MCP handshake, live
Step through a real MCP session against this website’s own server. Every request and response is the actual JSON-RPC on the wire.
What a KV cache saves building
An interactive look at how much work a transformer skips per token once keys and values are cached.