In-Context on subagentic.ai https://subagentic.ai/tags/in-context/ Recent content in In-Context on subagentic.ai Hugo -- 0.147.7 en-us Sun, 05 Apr 2026 20:07:00 -0700 Continual Learning for AI Agents: In-Context, In-Storage, and In-Weights https://subagentic.ai/posts/langchain-continual-learning-ai-agents-three-layers/ Sun, 05 Apr 2026 20:07:00 -0700 https://subagentic.ai/posts/langchain-continual-learning-ai-agents-three-layers/ LangChain's new framework maps agent continual learning into three layers — in-context, in-storage, and in-weights — giving developers a clear decision tree for building agents that improve over time.