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Break through Cursor / Windsurf quota limits and achieve true autonomous programming loops. 10x-Agent-Loop enables infinite interactions within a single Fast Request through file-watching technology, while providing a Consultant Mode that leverages external AI models (Gemini/Claude) to break through technical bottlenecks.
The missing Middleware for reducing LLM API costs through TOON format by converting JSON to TOON automatically with 30-60% token savings with no code changes.