RefineAI
The fastest way to build better prompts.
RefineAI is a native macOS IDE for prompt engineering. Test multiple models in parallel, refine prompts with AI, and track everything — all in one place.
Test 5 models in the time it takes to test 1 manually.
Refine faster
Run prompts across OpenAI, Anthropic, Google, xAI, and more — in parallel. See outputs side-by-side with latency, cost, and token usage for every run.
Improve quality
Use AI-powered refinement to make prompts clearer, more robust, and more effective. Preserve every version so you never lose a working prompt.
Stay organized
Import prompts directly from your codebase. Group, diff, and validate them like real application code — not scattered strings and playground tabs.
Control costs
Track token usage and costs across providers. Find expensive prompts before production and switch to cheaper models without sacrificing quality.
Model comparison, without the guesswork.
Run the same prompt across multiple providers and models in one go. Compare outputs, latency, and cost side-by-side, with every run saved automatically.
Refinement, done for you.
Use one-click or targeted AI refinement to improve prompts. Make them more concise, add examples, or tighten instructions — while keeping a full version history.
Built for real codebases.
Automatically extract prompts from Swift, JSON, and text files using AI and regex. Review, select, and import them into a structured prompt library in minutes.
A professional prompt IDE.
Version control for prompts, visual diffing, JSON validation, and historical metrics — all in a native macOS app designed for iterative development.
Stop
- •Testing prompts manually in 5 different playgrounds
- •Copy/pasting outputs into docs
- •Losing track of which prompt version worked
- •Guessing which model is "best"
- •Debugging JSON issues at runtime
Start
- •Running providers in parallel from one place
- •Seeing outputs side-by-side with metrics
- •Preserving every prompt and result as history
- •Making data-driven model choices
- •Validating JSON before expensive API calls
Why developers use RefineAI
RefineAI turns prompt engineering from a bottleneck into a competitive advantage.
Build faster
Multi-provider testing and AI-powered refinement shorten iteration cycles by 5–10x.
Build cheaper
Identify expensive prompts before they ship. Compare models and optimize for cost without losing quality.
Build smarter
Version control, diffs, and historical runs turn prompt development into a repeatable, measurable process.
Build professionally
Your prompts live in a real IDE, with native macOS performance and secure API key management — not in scattered notes and browser tabs.
Turn your prompts into a competitive advantage.
If you're building AI-powered applications, RefineAI gives you the tools to move faster, control costs, and ship higher-quality experiences.
Join the waitlist for early access on macOS.