Fine-Tune AI Skills That Actually Work
Run structured iterations, evaluate outputs, and optimize AI workflows in minutes — not days. Stop guessing. Start measuring.
Join Early AccessFree to start. 10 iterations. No credit card required.
AI Tuning Shouldn't Be Guesswork
Unstructured Prompt Tuning
You're tweaking prompts blindly, hoping something sticks. No systematic way to compare what works.
No Reliable Evaluation
Without proper scoring, you can't tell if your changes actually improved anything.
Inconsistent Outputs
Same prompt, different results. No way to identify which configuration performs best.
A Structured Loop That Converges on What Works
Inspired by automated ML research. Applied to AI skills and workflows.
Input
Define your skill, parameters, and evaluation criteria.
Generate
Executor model produces outputs across configurations.
Evaluate
Evaluator model scores outputs against your criteria.
Optimize
Best configurations are kept and refined each iteration.
Your executor model generates outputs. The evaluator model scores them against your criteria. The best configuration emerges through iteration — like a ratchet that only moves forward.
Built for Systematic Improvement
Parameter Tuning
Define the variables that matter. Adjust prompts, temperature, system instructions, and model configurations.
Multi-Generation Execution
Run multiple generations in parallel. Compare outputs side by side across different configurations.
Evaluation Scoring
Score outputs automatically using evaluator models. Get objective metrics instead of subjective judgment.
Iterative Optimization
Each iteration builds on the last. Keep what works, discard what doesn't. Converge on optimal performance.
Start Free. Scale When Ready.
- 10 iterations per skill
- Preloaded heuristic datasets
- Real-time evaluation scoring
- No setup required
- Unlimited iterations
- Use your own datasets
- Advanced tuning controls
- Export optimized configurations
- Downloadable tool access
Built for Teams That Ship AI
AI Product Teams
Optimize customer-facing AI features with measurable improvements. Ship with confidence.
Enterprise Internal Tools
Fine-tune AI workflows for internal processes. Reduce errors, increase consistency.
Prompt Engineers
Systematically test and optimize prompts. Move beyond trial-and-error.
Simple, Transparent Pricing
Pro
Coming Soon
- Everything in Free
- Your own datasets
- Unlimited iterations
- Advanced controls
- Export configurations
Enterprise
Contact Us
- Everything in Pro
- Custom solutions
- Team collaboration
- Dedicated support
- SLA guarantee
Get Early Access
Join the waitlist. Be first to fine-tune AI skills that actually work.