Current limitations of LangChain and LangGraph frameworks in 2025

Honestly, version compatibility is the worst issue I’ve hit. LangChain updates break everything constantly and their migration docs are garbage. Memory usage also goes insane with bigger chains - watched our app devour 2GB of RAM for basic retrieval tasks. Fine for simple chatbots, but production scale? Just go native.