CopilotKit Releases CLiF, Claiming 80% Fewer Repetitive Tasks in Two Weeks
Summary
CopilotKit releases CLiF, a continual-learning tool in early access that turns agent traces and user actions captured over the AG-UI protocol into skills, evals and fine-tuning data. It is self-hostable, with data staying inside the customer's network. CopilotKit claims up to 80 percent fewer repetitive tasks within two weeks.
Key Points
- CopilotKit says a learning container needs at least 15 eligible threads before scheduled analysis runs.
- CopilotKit ships skill delivery adapters for LangGraph, Mastra, Google ADK, Microsoft Agent Framework.
- CopilotKit hosts a live CLiF session on October 15 at 9 AM PT.