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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.
Will allow web based (Facelet) ant compile/build/deploy script generator and runner unsing a JCR content repository for managing J2EE components in a project environnement. Maybe a little of all this soon...