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Stop vibe-debugging.
Plug Claude into your app's actual errors.
AppSignal's MCP server hands Claude, Cursor, or Zed your real errors, traces, and the deploy that shipped them. AI writes the fix; you review the diff.
...This version should also be plugged in wherever the old algorithm is used with
few accommodations necessary.
The code in this version is more readable (in my opinion) than the old version. There is a main at the bottom that shows how to use the Stemmer.