AI-assisted development risk review
Review AI-generated code before it becomes production risk.
CodeRiskTools helps developers and small teams add a practical pre-merge review layer for AI-agent code changes.
Risk checklist
Spot unsafe AI changes in security, data handling, maintainability, and release readiness.
Review prompts
Use structured questions that force the AI output to explain assumptions, side effects, and rollback risk.
Client-ready workflow
Turn ad-hoc AI code review into a repeatable lightweight delivery process.
How it works
Every time an AI coding agent generates code, you face the same question: is this safe to merge? The answer is not „looks fine” — it is a structured check.
- Run the five-check pre-merge pass. Scope, security, data, runtime, rollback. Under 10 minutes per pull request.
- Use the review prompts. Paste them into your PR template or AI tool to systematically evaluate each change.
- Score and document (Pro). Categorize risk, write client-ready summaries, create professional delivery documentation.
The result: you catch AI-generated risks before they reach production, and you have the documentation to prove you reviewed them.
Choose your kit
Basic ($5) — The essential pre-merge review kit. Five-check pass, core risk prompts, workflow template, quick-reference card. Best for solo developers and small teams. See Basic details →
Pro ($19) — Everything in Basic plus expanded prompts, risk scoring, client-ready summaries, and repeatable delivery review templates. Best for freelancers, agencies, and teams delivering to clients or production. See Pro details →
Who uses CodeRiskTools
- Solo developers using Copilot, Cursor, or Claude Code who want a safety net before merging AI changes
- Indie hackers shipping fast with AI coding tools who cannot afford a separate security review process
- Freelancers delivering AI-assisted code to clients who need professional review documentation
- Small teams and agencies using AI coding agents across multiple projects who need consistent review standards
- Tech leads who review AI-generated PRs and need a repeatable standard
Free: AI Code Review Checklist for Solo Developers
New: Our free 5-point framework for reviewing AI-generated code when you’re the only reviewer. Covers scope, security, data, runtime, and rollback — with quick tests and real examples. Get the free checklist →
From the blog
Learn practical AI code review techniques — free articles on our blog:
- How to review AI-generated code before you merge it
- AI code review checklist for small software teams
- Agentic coding risk review: a practical workflow for teams using AI coding agents
- CI gates for AI-generated code: stop risky changes before they reach production
- AI coding agents and supply chain risk: how to verify dependencies before merging
- Secret scanning for AI-generated code: why your diff might be leaking API keys
- FREE CHECKLIST: AI code review checklist for solo developers — 5-point framework
Honest product principles
- Useful without a platform subscription — download, use, adapt.
- Designed for real engineering review, not generic AI content.
- Clear limitations — we tell you what each kit does and does not do.
- One-time purchase. No recurring fees.
- Prompt injection in AI-generated code: how to spot and prevent malicious prompts
- Vibe coding security: why fast AI code needs slow review