Show HN: VLLora MCP – Debug agent traces and let your coding agent fix the code (vllora.dev)

vLLora has introduced the MCP Server, revolutionizing the debugging process for AI coding agents by allowing developers to inspect agent traces without leaving their coding environment. Traditionally, when errors arise, developers must switch to a web interface to understand failures, disrupting their workflow. The MCP Server integrates trace inspection directly into IDEs or terminal environments, enabling agents to debug and analyze runs within the context of the code itself. This innovation is significant for the AI/ML community as it enhances the observability and interactivity of debugging AI agents, allowing for a more streamlined workflow. The MCP Server captures detailed traces—covering model calls and execution flows—and makes this data programmatically accessible. Developers can simply ask their coding agent to inspect the most recent failures and receive structured explanations directly, reducing the need for guesswork and improving efficiency. This approach not only saves time but also empowers agents to provide concrete debugging insights, ensuring that developers can focus on building better applications rather than grappling with opaque errors.