AI Agent Creates Pull Request for Production Bug | Sentry to GitHub (Includes log analysis)
Автор: DrDroid
Загружено: 2025-11-10
Просмотров: 24
Описание:
Watch an AI agent automatically investigate a production bug alert and create a pull request with the fix - completely hands-off debugging from alert
to code solution.
🚨 The Production Issue:
Sentry alert: "No alert index found for account"
Exception breaking user functionality in FastAPI service
New feature causing crashes for existing accounts
🤖 What the AI Agent Does:
Analyzes Sentry stack trace and error context
Queries application logs for related errors
Reviews recent GitHub commits to identify cause
Performs deep code analysis across multiple files
Creates automated fix with proper error handling
Generates PR on separate branch for human review
🔍 Investigation Flow:
Stack trace analysis → Log correlation → Recent deployments → Code review → Automated fix
⚡ Key Insights:
Alert indexing feature introduced without backward compatibility
Existing accounts missing required database indexes
Agent provides graceful error handling instead of exceptions
🛡️ Safety Features:
Never modifies main branch directly
Creates PR for human review and approval
Explains reasoning behind each code change
Perfect for: Backend developers, DevOps engineers, SREs, and teams dealing with production exceptions.
This is next-level incident response - from production alert to ready-to-review fix, fully automated.
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