Use cases

Six shapes of agent memory

One memory, scoped per agent. Each verticale ships with a full article, a diagram, and a Python snippet you can paste into your own codebase.

Coding agent

The conventions your team agreed on, remembered. The refactor decisions, surfaced. One memory per coding agent, reachable via the REST API or SDK.

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Deal stages, objections, contact preferences. One memory per SDR, audit trail per contact, valid_at on every fact.

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Past tickets, resolution channels, preferred contact path. A returning customer is recognised before the first message.

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Recurring mistakes, learning style, the explanation that landed. One profile per student, adapts at every lesson.

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EU residency, audit logs, bi-temporal facts; on-prem available for enterprise. Erase everything about a patient with one call.

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Long-term timeline of the user. Color preferences that shift, jobs that change, goals that evolve. Memory that compounds.

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Want a verticale we haven't covered?

Email me with the shape of memory you need and the agent you're using. If it's a recurring pattern, it ends up on this page.

Or install the SDK and start building today.