Handit.ai — The Open Source Engine that Auto-Improves Your AI Agents

Key Features:

1. Real-Time Monitoring: Tracks performance, failures, and usage across every component of the AI system.
2. Automatic Evaluation: Evaluates AI on live data with custom prompts, metrics, and LLM-as-judge grading.
3. Self-Optimization A/B Testing: Auto-generated fixes are tested and deployed through a pull-request-style review.
4. Ship & Prove: One-click deploy, instant rollback, and business-impact dashboards to measure ROI.

How it Works:

1. Handit plugs into production, generates, and tests better versions of the AI.
2. The system tracks, grades, and ships better versions of the AI.
3. Automatic evaluation scores output quality using LLM-as-Judge, business KPIs, and latency benchmarks.
4. Self-optimization A/B testing deploys the top-performing versions.

Benefits:

1. Improved Performance: Measurable improvements in accuracy, response relevance, and success rate.
2. Increased Efficiency: Reduced manual tuning and debugging.
3. Scalability: Ability to scale AI without second-guessing its performance.
4. Cost Savings: Business-impact dashboards tie every merge to $$ saved or users won.

Success Stories:

1. Aspe.ai: +62.3% accuracy, +36% response relevance, and +97.8% success rate.
2. XBuild: +34.6% accuracy, +19.1% success rate, and 6600 automatic evaluations.

Getting Started:

1. Sign up for free.
2. View documentation and demo.
3. Contact Handit.ai for more information.

Overall, Handit.ai aims to help businesses optimize their AI systems, reduce manual debugging, and improve performance, efficiency, and ROI.