Use case · Solo Builders

Scale with agents that share the same plan.

Traction means parallel agent work. RAAV coordinates lanes, tasks, and verification so scaling does not turn into merge conflicts and amnesia.

The problem

You have users, but every agent session re-discovers bottlenecks and repeats failed fixes.

Goals and requirements linked to scaling tasks

Lane hygiene across worktrees and branches

Verification gates before work is marked done

Audit trail when performance work lands

Persistent memory for agents — not another coding agent.

Attach scaling milestones to active product goals in the Product OS.

Give each agent a branch lane with explicit scope and claims.

Record bottlenecks as tickets with owner, status, and verification command.

Export audit and founder brief before you spend on growth.

Refactor AI-Generated Code

When v0, Cursor, or Claude Code built fast, RAAV keeps refactor tasks, file claims, and verification history in one product memory.

Fundraising Tech Brief

Export a founder-readable product brief, active goals, verification status, and audit trail — not a pile of chat transcripts.

Security Work Across Agents

Security work scattered across Cursor, Claude Code, and Codex sessions gets tickets, claims, verification, and audit history in one place.

Local-first by default. Codex, Claude Code, and Cursor keep building — RAAV remembers, coordinates, and audits.