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Use cases

Pick the job. We'll pick the stack.

Each page gives a top pick, a budget pick, one to avoid and the full workflow. Pages marked Pending hands-on test rest on verified vendor facts only, until we've run our standard test.

For vibe coders

For creators

For builders

Code quality

AI code review for your pull requests

A second pair of (AI) eyes on every pull request. This matters most when most of your code is written by an agent.

Top pick: CodeRabbitPending hands-on test
Audio

AI music and soundtracks for your videos

Stock music libraries get repetitive and copyright claims kill monetisation. Generate a track that fits the mood instead, on a plan that actually lets you use it.

Top pick: Suno (Pro)Pending hands-on test
Images

AI thumbnails and social images

Thumbnails need striking images and legible text, and most image models struggle with the text. Here's the stack that handles both.

Top pick: IdeogramPending hands-on test
Video

AI video generation for B-roll, ads and shorts

When you need a shot you can't film, like a product in a dream setting, a cinematic establishing shot or a hook for a short, generate it instead. Here's where to start without wasting credits.

Top pick: RunwayPending hands-on test
Audio

AI voiceover for videos

Voice a video without a microphone session, or fix a flubbed line in your own cloned voice, with a commercial licence sorted.

Top pick: ElevenLabsPending hands-on test
Build

Automate small-business admin with AI workflows

Most small businesses lose hours a week copying data between apps and writing the same emails. Connect the apps, add an AI step and keep a human check where money or customers are involved.

Top pick: ZapierPending hands-on test
Build

Vibe-code an MVP web app

The fastest way for a non-specialist or a solo builder to ship a working MVP with login, data and a live URL, without getting stuck in a tool you can't leave.

Top pick: LovablePending hands-on test