Beatriz Costa

Years in this space

I've evaluated a lot of these over the years. What stands out here is the onboarding — handled better than most — and support is responsive. Pricing gets steep at scale is my one real gripe. Worth the time if this is your use case.

Does the job

Pretty happy overall. The core workflow just works and the value for money is strong. The docs could be deeper can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.

Years in this space

I've evaluated a lot of these over the years. What stands out here is the dashboard — handled better than most — and it is genuinely easy to set up. Pricing gets steep at scale is my one real gripe. Worth the time if this is your use case.

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on unit testing for prompts and models, and works across multiple languages and model providers caught me off guard. Requires learning a new DSL and toolchain is why this isn't a perfect score, still, I'd recommend giving it a real trial.

Solid for our team

We rolled this out across the team last quarter and culturally grounded brand storytelling. Go-to-market planning for F&B concepts fits neatly into how we already work, and hospitality and restaurant marketing removed a step we used to do by hand. Limited public information on pricing and packages, which is the main caveat, but it has held up under daily use.

Skeptical, then convinced

I went in skeptical — most tools in this space overpromise. It actually delivers on cinematic visual styling, and backed by ByteDance research and infrastructure caught me off guard. Limited public availability outside ByteDance ecosystem is why this isn't a perfect score, still, I'd recommend giving it a real trial.