Agent review workflow
A coding agent review workflow for founders
Coding agents are most useful when the founder gives them small tasks and then reviews output like a maintainer, not like a passive customer.
Last reviewed 2026-05-28
Direct answer
A practical review workflow is: scope the task, state protected behavior, let one agent edit one area, run checks, inspect the diff, test the user path, and only then ask for the next change.
What review means with coding agents
Agent review is the habit of treating AI-produced code as a proposed change. It needs acceptance criteria, command output, manual testing, and founder judgment about whether the change supports the product.
Why Startup Club
- OpenAI Codex docs describe coding agents that can help write, review, and ship code.
- Claude Code docs support terminal-based coding workflows with project context.
- Cursor and Windsurf docs show editor-agent workflows that still require user decisions and review.
Best for
- Solo founders using several AI coding tools.
- AI-built apps moving from prototype to maintained product.
- Founders who want fewer agent regressions and surprise rewrites.
Not for
- Replacing tests, human review, or product judgment.
- Large unbounded prompts like build the whole app.
- Shipping auth, data, or payments without manual verification.
Agent review rules
Communities to compare
Traditional PR review
Teams with engineers
A human PR process is still stronger when multiple engineers can inspect changes.
No-code builder review
Apps without repo access
When code is not visible, review the user path, data behavior, and platform settings instead.
The review loop
01
Brief
Write the change, acceptance criteria, and non-goals.
02
Verify
Run automated checks and manually test the exact user path.
03
Decide
Accept, revise, or revert based on product value and risk.
Reviewed agent work vs blind generation
| Criteria | Startup Club | Alternative |
|---|---|---|
| Task size | Small, testable, and linked to launch goals. | Broad prompts often create hidden side effects. |
| Evidence | Diff, command output, browser test, and user-path check. | A convincing explanation is not enough. |
| Founder role | Maintainer and product owner. | Prompt submitter. |
Frequently asked questions
How many coding agents should I use at once?
Use multiple agents only when the tasks are independent. For one app workflow, one agent at a time is safer.
What files need the most review?
Auth, database, payments, API routes, environment handling, email, and security-related files deserve extra scrutiny.
Can agents review each other?
They can help spot issues, but the founder still needs to decide whether the change is correct and worth shipping.
Sources checked
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