A browser-based workbench that brings structure, versioning, and direct inference integration to your prompt development workflow — no ML expertise required.
Bring structure to prompt engineering with reproducible experiment runs — test the same prompts consistently across models and configurations.
Reduce trial-and-error cost and time-to-prototype without burning GPU hours. Iterate quickly in the browser before committing to expensive runs.
Move seamlessly from experimentation to production. Prompts tested in the workbench integrate directly with CIVI inference endpoints.
Every change you make is tracked. Roll back to any previous version of a prompt, compare outputs across iterations, and never lose a working configuration again.
Run the same prompt across multiple models simultaneously. Compare outputs, latency, and token cost in one view to pick the right model for every use case.
Designed for any developer — not just ML engineers. The workbench abstracts the complexity of model configuration behind an intuitive interface so your whole team can contribute to prompt development.
Start experimenting in the CIVI Prompt Workbench today — no setup, no ML expertise needed.