ai-agent, confidence scoring, langgraph, prompt-engineering, system-design-concepts

Building the AI Memory Stack: Layered Storage, Async Extraction and Atomic Persistence

Every AI agent you build today can hold a conversation. It can reason, use tools, and chain together complex workflows. But the moment a session ends, everything disappears. The agent forgets who you are, what you were working on, and every preference …