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From Chatbot to Agent: Why Your AI App Needs Observability, Better Memory, and Real RAG

This story is from 2026-08-27. It is preserved in the archive; the latest stories are on the live feed.

Originally published on tamiz.pro . Most AI apps you'll ship in 2025–2026 aren't chatbots. They're agents — systems that make decisions, call tools, maintain state across turns, and fail in ways that span hundreds of milliseconds and dozens of LLM calls. The moment you cross from prototype to produ…

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  1. 2026-08-27 06:02 · DEV Community — AI
    From Chatbot to Agent: Why Your AI App Needs Observability, Better Memory, and Real RAG

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