8 founder workflows
Agent memory
for every use case.
Whether you refactor AI code, hand off to a developer, or prep for diligence — RAAV gives agents shared product memory, lanes, claims, and audit trail.
Solo Builders
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.
The problem
Every new agent session starts from zero — nobody remembers what was already cleaned up.
Solo Builders
Scale Your MVP
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.
Founders Raising Capital
Fundraising Tech Brief
Export a founder-readable product brief, active goals, verification status, and audit trail — not a pile of chat transcripts.
The problem
Investors ask about architecture, debt, and readiness — you only have scattered agent chats.
Solo Builders
Audit AI Agent Work
RAAV records every agent submit with files, summary, verification command, and risks — so you can audit AI-built code without re-scanning the repo blind.
The problem
AI agents ship fast, but you cannot tell what is verified, risky, or half-finished.
Non-Tech Founders
Developer Handoff
New developers inherit goals, architecture notes, open tickets, and agent submit history — not a two-week discovery phase.
The problem
Your freelancer left. The next developer spends weeks reconstructing decisions from Slack and git blame.
Investors & Acquirers
Technical Due Diligence
Acquirers and investors get exportable product memory: goals, verification, agent submits, risks, and founder decisions — faster than traditional DD cycles.
The problem
Traditional DD is slow, expensive, and still misses agent-generated debt and unverified work.
Product Managers
Codebase Onboarding for PMs
Product managers inherit a founder-readable brief: goals, requirements, epics, open decisions, and agent activity — not a raw repository tour.
The problem
You joined mid-build. Developers speak in paths and PRs; you still do not know what the product actually is.
Founders & Product Managers
Product Management Memory
Goals, requirements, epics, releases, tickets, and decisions — persisted across Codex, Claude Code, and Cursor sessions so product truth does not live in chat scrollback.
The problem
Your backlog is in Notion, your agents work in the terminal, and nobody shares the same definition of what the product is or what ships next.
All Founders
Security Work Across Agents
Security work scattered across Cursor, Claude Code, and Codex sessions gets tickets, claims, verification, and audit history in one place.
The problem
An agent fixed auth yesterday. Today’s agent reintroduced the same vulnerability — nobody tracked verification.
All Founders
When Is an Application Ready for Launch?
Launch readiness is not a feeling — it is verified product truth, closed blockers, passing checks, and founder sign-off. Here is the 2026 checklist and how RAAV tracks it.
The problem
You built fast with AI agents, the demo works, and deploy is green — but nobody can prove what was verified, what is still risky, or what still needs your decision.
Choose your path
Solo Builders
You ship with AI agents. RAAV keeps refactor, audit, and scale work coordinated.
Non-Tech Founders
You need product truth, handoffs, and investor-ready exports — not more chat logs.
Product Managers
Understand inherited products through goals, tickets, and founder-readable briefs.
Coding agents think and code. RAAV remembers.
Local-first memory, founder-readable Product OS, and zero-LLM workflows by default.
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