Notes from the build

The longer version of what the changelog records: what we measured, what we got wrong, and what we changed. Every number links back to something you can check.

  1. MCP · Onboarding7 min read

    Your MCP server's registry URL shouldn't need a key

    Our MCP registry listing advertised a URL with an API-key placeholder, so every install needed an account before the client could connect. Hundreds of clients a day hit it and left. The fix was one line, because the gateway already spoke OAuth.

  2. Benchmarks8 min read

    We corrected our own memory benchmark

    An early chart put our LoCoMo score next to a 91.8% Mem0 figure from a different harness. We replaced it with a same-harness run where both numbers are lower and true. What the metrics mean, how to check them, and what they don't tell you.

Posts and changelog entries share one RSS feed.