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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.
DictDefence is program written in Python to stop dictionary attacks of all sorts. The basic idea behind DictDefence is the automated blocking of Script Kiddies that run dictionary based attacks on your servers.