screenshot pendingModa provides a continual learning layer specifically designed for AI agents, focusing on transforming production agent traces into validated improvements. The platform enables users to diagnose failures in agent runs, generate concrete fixes, and validate decisions on what to ship based on real production traces. By analyzing agent logs, Moda identifies where failures occur, the reasons behind them, and whether they stem from prompts, tools, workflows, memory, models, or product logic. This comprehensive diagnostic capability allows teams to address issues effectively and enhance agent perfor…