intermittent-issue-debugging

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Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.

aj-geddes By aj-geddes schedule Updated 3/4/2026

name: intermittent-issue-debugging description: > Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.

Intermittent Issue Debugging

Table of Contents

Overview

Intermittent issues are the most difficult to debug because they don't occur consistently. Systematic approach and comprehensive monitoring are essential.

When to Use

  • Sporadic errors in logs
  • Users report occasional issues
  • Flaky tests
  • Race conditions suspected
  • Timing-dependent bugs
  • Resource exhaustion issues

Quick Start

Minimal working example:

// Strategy 1: Comprehensive Logging
// Add detailed logging around suspected code

function processPayment(orderId) {
  const startTime = Date.now();
  console.log(`[${startTime}] Payment start: order=${orderId}`);

  try {
    const result = chargeCard(orderId);
    console.log(`[${Date.now()}] Payment success: ${orderId}`);
    return result;
  } catch (error) {
    const duration = Date.now() - startTime;
    console.error(`[${Date.now()}] Payment FAILED:`, {
      order: orderId,
      error: error.message,
      duration_ms: duration,
      error_type: error.constructor.name,
      stack: error.stack,
    });
    throw error;
  }
}

// Strategy 2: Correlation IDs
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Capturing Intermittent Issues Capturing Intermittent Issues
Common Intermittent Issues Common Intermittent Issues
Systematic Investigation Process Systematic Investigation Process
Monitoring & Prevention Monitoring & Prevention

Best Practices

✅ DO

  • Follow established patterns and conventions
  • Write clean, maintainable code
  • Add appropriate documentation
  • Test thoroughly before deploying

❌ DON'T

  • Skip testing or validation
  • Ignore error handling
  • Hard-code configuration values
Install via CLI
npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill intermittent-issue-debugging
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