RAAV vs GitHub Issues for AI agents
GitHub Issues are human tickets without product truth or verification. RAAV adds repo-local memory, claims, and audit so founders can review, watch, and supervise agent work.
A GitHub issue says what someone wants, but it carries no product truth, no file ownership, and no verification record an agent — or a founder — can rely on.
RAAV adds the agent layer around tickets. Memory is table stakes — an issue is also a note. RAAV's difference is the founder-agent loop is visible: swimlanes to watch, a review queue to review, an audit trail to supervise.
GitHub Issues are great for tracking human requests. Agents need more: product truth behind the ticket, file ownership while working, and a verification record after. RAAV supplies that.
An issue title plus a comment thread assumes a human remembers the roadmap and the constraints. An agent needs the product promise, scope, and acceptance criteria made explicit.
RAAV keeps product truth next to the task so agents do not work from a vague ticket.
Issues do not show which agent is editing which files right now. RAAV claims and swimlanes make parallel work visible before diffs collide.
Give your agent a memory it can operate through, and give the founder a live board to watch.
Review: agents propose product changes rather than editing truth from a ticket. Supervise: the audit trail records verification a closed issue never captures.
Tickets track intent; RAAV tracks proof.
RAAV does not replace your coding agent. It gives the agent a durable operating system for product truth, task ownership, and proof.
Product truth and acceptance criteria sit behind the task.
Agents claim files and lanes so work is watchable.
Agents record verification and risks, not just a closed issue.
The founder reviews proposals and reads the audit trail.
Ask your agent to install RAAV so tasks carry product truth, claims, and verification — the things a GitHub issue leaves out.
Install RAAV in this repo. Behind each task keep product truth and acceptance criteria, make agents claim files and check conflicts, and record verification on submit.RAAV is local-first and zero-LLM by default. It is not a coding agent — it is the memory and audit layer around your tasks.
Most tools either write code or track human tickets. RAAV sits between the founder and the coding agents as shared product memory, coordination, and audit.
This page answers whether GitHub Issues can be your agent PM layer.
Issues track requests well, but they carry no product truth, no file ownership, and no verification record. RAAV adds repo-local memory, claims, a review queue, swimlanes, and an audit trail.
Not necessarily. RAAV can be the agent-operable memory layer and sync selected status with Issues later. The first goal is proving the agent workflow.
No. RAAV is the memory and audit layer around coding agents. It is zero-LLM by default.
The local tier is free. Hosted Solo and Team plans are on the waitlist and not for sale yet.