course module
Rung 1 — Why Amnesia Is the Problem
Same agent, same question, two days apart — two different answers. Fluency without memory is theatre. Meet the four memory tiers that turn a chatbot into a colleague.
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Same agent, same question, two days apart — two different answers. Fluency without memory is theatre. Meet the four memory tiers that turn a chatbot into a colleague.
The win: you stop blaming yourself when the agent "forgets" — and start seeing exactly which of the four memory tiers failed.
That's not a model problem. That's a memory problem, and it has a specific architecture.
Think of it like your own head:
/remember and /recall./search finds it anyway.Every "my agent forgot" moment is one of these four failing. Small stuff that just happened? Journal. Lost a session? Snapshot. A standing preference it ignored? You never /remember-ed it. Can't find last month's idea? That's a search job, not a naming job.
An agent without memory isn't a colleague — it's a very articulate goldfish. For the next four rungs we build each tier, smallest to biggest, until your agents carry your context so you don't have to.
Next rung: the memory you already have and aren't using — journals and snapshots.