What if your application could fix itself?
Today, we can build systems that don’t just log errors but actively repair them.
Here is how it works:
<ol>
<li>Azure Monitor detects an error and triggers a webhook</li>
<li>Semantic Kernel orchestrates Claude as an AI agent</li>
<li>Custom tools give Claude access to GitHub and App Insights</li>
<li>Claude analyzes, reasons, and proposes a fix</li>
<li>A PR appears in GitHub, ready for review!</li>
</ol>
Step-by-step guide with code and architecture below 👇
<a href="https://medium.com/@schmidt.jeanbaptiste/building-a-self-fixing-net-10-app-with-ai-agents-e8605cb11a99" target="_blank" rel="noopener nofollow">https://medium.com/@schmidt.jeanbaptiste/building-a-self-fixing-net-10-app-with-ai-agents-e8605cb11a99</a>

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Build With GenAI

An AI-powered system can automatically detect and fix production bugs by combining Azure Monitor for error detection, Semantic Kernel to orchestrate Claude AI as an agent, and custom tools that provide access to GitHub and Application Insights. When an error occurs, the system analyzes the issue, reasons about potential solutions, and creates a pull request with a proposed fix for human review.

Build an AI agent that fixes your production bugs automatically