Autonomous AI Fixes

Your autonomous engineer that works 24/7. Handit automatically detects quality issues, generates better prompts, tests them, and creates pull requests with proven improvements.

Stop Being Your AI’s On-Call Engineer

Picture this: It’s 2 AM and your phone buzzes. Your AI is giving unhelpful responses, and users are complaining. You debug for hours, make changes based on guesswork, and hope they work.

This ends now. Your autonomous engineer handles the monitoring, fixing, and improvement while you focus on building features.

How Your Autonomous Engineer Works

Continuous Monitoring: Watches your AI’s performance 24/7 through evaluation scores and user feedback patterns.

Issue Detection: Identifies when quality drops, what types of interactions fail, and what’s causing the problems.

Fix Generation: Creates improved system prompts that address the specific issues detected in your AI.

Validation: Tests fixes against real production data to ensure they actually improve performance.

Pull Request Creation: Opens PRs in your repository with the improved system prompts and detailed performance metrics.

GitHub-Native Workflow

Your autonomous engineer works through pull requests—just like a human teammate:

Automatic PR Creation: When issues are detected and fixes validated, PRs are created automatically in your repository.

Detailed Metrics: Each PR includes before/after performance data, statistical confidence, and examples showing the improvement.

Code Review Process: You review and merge fixes like any other code change, maintaining full control over what goes to production.

Seamless Integration: Works with your existing CI/CD, branch protection, and deployment processes.

What Your Pull Requests Look Like

When your autonomous engineer detects and fixes an issue:

## 🤖 Autonomous Fix: Customer Service Empathy Issues
 
### Issue Detected
Empathy scores dropped from 4.2/5.0 to 3.7/5.0 over the past week.
 
### Fix Applied
Updated system prompt to include empathy guidelines and emotional context.
 
### Results Validated
- Empathy Score: 3.7/5.0 → 4.6/5.0 (+24% improvement)
- Statistical Confidence: 95% (tested on 500 interactions)
 
### Files Changed
- `src/agents/customer_service/system_prompt.py`
 
Ready to merge when you approve!

Getting Started

Ready to stop being your AI’s on-call engineer?

Or get the complete setup:

Advanced: GitHub Integration Details, Release Hub