Whole Life Cycle Efficiency Program
This can be achieved by utilizing the VoltAgent specific tool chain:
- Thermal Heavy Duty Development::
npm run devStarted TSX Observation Mode, effective within 200ms after modifying Agent configuration or tool logic - 3D debugging: Console displays message sequence diagrams, tool call trees, and raw logs at the same time, with support for filtering by smartbody/time/error level
- Test Program: Framework built-in
mockLLMResponseMethods with predefined dialog paths for automated testing
best practice: Recommended for complex systems智能体契约测试Patterns, defining input and output samples for each Agent and integrating them into the CI process
This answer comes from the articleVoltAgent: TypeScript Open Source Framework for Rapidly Building AI IntelligentsiaThe
May not be reproduced without permission:AI productivity tools " How to optimize the development and debugging efficiency of intelligent body systems?
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