Raindrop Workshop

Raindrop Workshop offers an innovative local debugging environment for agentic applications. Key features include: * Local token-by-token trace streaming * Instant real-time agent observation * Seamless integration with code assistants like Claude Code * Facilitates automated evaluation and bug fixing * Enables self-healing agent development This platform allows developers to observe their agents' thought processes in real time, directly on their local machine. By streaming traces token-by-token, it provides granular insight into how an agent is processing information, making decisions, and utilizing tools. This transparency is crucial for understanding agent behavior and pinpointing issues efficiently. The open-source nature ensures flexibility and community-driven enhancements. Workshop is designed to integrate smoothly with powerful coding assistants, giving them the capability to read agent traces, conduct evaluations, replay runs, and implement fixes. This feedback loop empowers developers to achieve what Raindrop calls the "Self-Healing Agent" paradigm, where agents can learn, adapt, and correct their own errors through iterative development cycles. Supporting a wide range of SDKs and languages, it fits into diverse development stacks. This tool is ideal for developers, researchers, and engineering teams building sophisticated agentic systems. It transforms the debugging experience from a black box to a transparent observation window, accelerating development, improving reliability, and fostering innovation in agent design.