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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.
Spear is a extension of Pike language . Spear allow you put inline C/Java code in Pike, and exchange data cross languages. In additional, Spear can transfer thread to system process, running on multiprocessor, or even cross machines over SSH.