The job to be done
Treat generated code as a starting point that still needs security and quality review.
A practical shortlist
v0
Vercel's prompt-driven web app builder for generating, visually editing, syncing and deploying code-backed applications.
Bolt
A browser-based prompt-to-app environment that combines AI generation, WebContainers, databases, hosting and visual editing.
Replit
A browser-based app platform combining coding agents, hosted development environments, databases, deployment and production monitoring.
Cursor
An AI-first development environment with local and cloud agents, code hosting, automated review, automations and hosted Live Apps.
GitHub Copilot
A coding assistant spanning editors, GitHub, mobile, CLI, local automations and cloud-agent workflows, with model routing and usage-based AI credits.
How to choose the smallest useful stack
- Define one finished output and the platform where it will be published.
- Use a free plan to test the highest-risk step first.
- Record generation time, correction time and export constraints.
- Pay only when a limit blocks a workflow that already produces useful output.
Human review checklist
- Verify factual claims and visible text.
- Confirm rights for source assets, voices, music and final exports.
- Review continuity, brand fit and accessibility.
- Keep a source and change log for client work.