If you have been working with LLMs or building agentic systems, you have probably noticed something that feels counterintuitive at first: the model doesn't actually remember anything. Every call to the API starts from scratch. The continuity we experience when using tools like Claude or ChatGPT is not a property of the model itself - … Continue reading Understanding Memory Management in Agentic Systems →