Tag
The author shares their experience building a ReAct agent system and introduces the GLM-5 technical report released by Zhipu AI, which achieves breakthroughs in agentic, reasoning, and coding capabilities.
FORGE is a protocol that enables LLM agents to evolve their memory via population broadcast without weight updates, converting failed trajectories into reusable knowledge artifacts. It significantly improves performance on the CybORG CAGE-2 network-defense task over zero-shot and Reflexion baselines across multiple LLM families.