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

MarkTechPost · 4 days ago · 7

CopilotKit released CLiF, a continual learning platform that captures both agent traces and users’ product actions and converts them into skills, evals, and fine-tuning datasets. The platform is available in early access. It changes agent training by using full-stack trajectories on a single timeline (via AG-UI) to automate learning and produce production-based evaluation and training data from real workflows rather than hand-written cases.