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ProductJune 3, 20265 min read
Why AI Agent Sessions Forget Your Product (And What to Do About It)
Cursor, Codex, and Claude Code do not share memory by default. Here is the coordination layer founders use to fix that.
Agents are stateless by default
Each session starts fresh. Rules files help, but they do not replace product truth, task state, or verification history.
Founders feel this as repeated explanations, duplicate refactors, and unclear launch status.
Memory vs another coding agent
RAAV is zero-LLM by default. It does not try to reason about your code. It remembers, coordinates, and audits while your chosen agent keeps coding.
Compare workflows on the features page and Product OS demo.
Practical next step
Pick one launch goal, seed memory locally, and require `raav submit` with verification before closing tickets.
Use the refactor and scale use cases when parallel agent work ramps up.