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ProductJune 5, 20266 min read

Product Management Memory for AI Agent Teams

Notion for humans, chat for agents, nothing shared between them. Product management memory is the durable layer goals, tickets, and decisions live in — so Codex and Claude Code stop reinventing the roadmap.

What is product management memory?

Product management memory is shared state for how the product works, what you are building next, and what the founder already decided — persisted outside any single agent chat.

RAAV stores it local-first: brief, goals, requirements, epics, releases, tickets, lanes, claims, verification, and audit trail.

Why chat and Notion are not enough

Agents do not read your Notion unless you paste it every session. Slack threads do not link to verification status. Git history shows diffs, not product intent.

When product truth lives in RAAV, `raav next` and the Product OS read the same backlog agents write with `raav submit`.

Minimum viable product memory

Start with one active goal, three requirements, and tickets that name verification commands. Require agents to submit with summary and files before closing work.

Founders review confirmed vs inferred fields in the handbook — that is the product management loop.

Who this is for

Solo founders running multiple agent sessions, PMs inheriting agent-built MVPs, and anyone preparing handoffs or launch readiness without a traditional PM stack.

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