@hackproduct9: Saving chat history is easy. Building memory that actually helps in production is the hard part. A demo needs 3 things: Chat → Save → Remember Production needs a lot more: session state, short-term memory, summarization, retrieval, TTL, consent, privacy, conflict handling, observability, evals, fallback… The tricky part isn’t storing memory. It’s deciding what to recall, when to recall it, and when to forget it. Bad memory is often worse than no memory: stale facts, wrong recall, creepy personalization. That’s why retrieval is the real intelligence layer. 3 boxes in the demo. 14 in prod. Save this before building memory into your next agent. 🧠 Follow @hackproduct for AI engineering concepts you can actually ship. #AIEngineering #AIAgents #LLM #Memory #AgentMemory

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Thursday 27 August 2026 03:31:14 GMT