I got tired of Agents forgetting everything, so I built a memory layer. No more re-building RAG pipelines everytime.

Every AI agent I built had the same problem: it forgot everything the moment the conversation ended. Not because the LLM is bad. Because there was no memory layer wiring things together. So I'd ship a chatbot, watch users re-explain their context every session, and quietly die inside. I spent a few months building extremis to fix this. Here's the part that matters most. One import change # Before import anthropic client = anthropic.Anthropic(api_key="sk-ant-...") # After from...