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

CopilotKit has launched CLiF, a platform designed to convert agent execution logs and user interactions into reusable skills and training datasets. By capturing performance data from complex workflows, the tool aims to help developers automate the creation of evaluations and fine-tuning materials for AI agents. This process is intended to improve task reliability for developers struggling to deploy agents that function consistently within specific software environments.