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One Number, Every Hard Question: Agent Session State

Daniel wants a Telegram bot that tracks AliExpress cart totals and pings him when the cart crosses the free-shipping line to Israel. The number is trivial. The state architecture around it is not. This episode works through where an agent session begins and ends, why a stateless model needs a runtime notebook, what happens when you leave a session open across order cycles, and whether a database is overkill for a memory that holds a single number. Along the way: the Chroma study on context length and distractors, why shuffled haystacks beat tidy ones, idle expiry versus manual session cuts…

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