Continual learning platform for AI agents that diagnoses production failures and generates validated fixes from agent traces.
Moda is the continual learning layer for production AI agents, following a trace-to-fix loop: it analyzes agent logs to determine where runs broke and why—whether prompt, tools, workflow, memory, model, or product logic—then generates specific improvements such as prompt changes, tool updates, workflow edits, verifier gates, eval cases, and reusable skills. Proposed fixes are validated against historical production traces to measure impact and regressions before shipping. Moda is a product of Moda.
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