ALTK-Evolve: On-the-Job Learning for AI Agents
A developer released ALTK-Evolve, a long-term episodic memory subsystem that lets AI agents distill reusable guidelines from past interaction traces and inject only relevant ones at action time. Evaluated on AppWorld wit…