CopilotKit Releases CLiF: A Continual Learning Platform That Turns Agent Traces and User Actions into Skills, Evals, and Fine-Tuning Data

CopilotKit released CLiF, a continual learning platform that converts agent traces and user actions into skills, evals, and fine-tuning data. CopilotKit said teams shipping AI agents at scale struggle to carry out complex, end-to-end tasks inside a specific product consistently enough to deploy, even on top-tier models like Fable and Astra, and often hand-write hundreds or thousands of evals for their most important workflows.