Developersdebuggingproductionincident

Production Debugging Assistant

Debug production issues with limited logs and incomplete information.

Use Case

When production issues occur with limited visibility and high urgency.

AI Prompt

Help me debug a production issue. Context: - Application type: [WEB / MOBILE / BACKEND / FULLSTACK] - Environment: [PRODUCTION / STAGING] - User-reported issue: [WHAT USERS ARE EXPERIENCING] - Frequency: [ALWAYS / INTERMITTENT / RARE] - Available logs or errors: [PASTE LOGS OR ERROR MESSAGES] - Recent deployments or changes: [DEPLOYMENTS / CONFIG / FEATURE FLAGS] Analyze: 1. What is failing and who is affected 2. Likely root causes ranked by probability 3. Immediate safe mitigation 4. Long-term fix 5. Logs or monitoring to add

How to Use

1Fill in all available production details
2Paste logs or error messages
3Mention recent releases or config changes

Example Output

Application type: Ecommerce web app
Environment: Production
User issue: Checkout fails randomly
Frequency: Intermittent
Logs: Null reference error
Recent changes: Payment SDK upgrade

Likely cause is improper SDK initialization. Immediate fix is rollback. Long-term fix is validation and better logging.

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