Tracing a 2s Latency Spike to a Single SQL Query

📰 Dev.to · wheresthelag

Learn to identify and debug a 2s latency spike in a checkout service by tracing it to a single SQL query

intermediate Published 6 May 2026
Action Steps
  1. Receive an alert for high latency in the checkout service
  2. Check the service metrics and logs to identify the time frame of the latency spike
  3. Use a tracing tool to visualize the request flow and identify the bottleneck
  4. Analyze the database queries executed during the latency spike
  5. Identify the single SQL query causing the latency spike
Who Needs to Know This

DevOps and software engineering teams can benefit from this tutorial to improve their debugging skills and reduce latency in their services

Key Insight

💡 A single SQL query can cause significant latency in a service, and tracing tools can help identify the bottleneck

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💡 Debug a 2s latency spike in your checkout service by tracing it to a single SQL query! #DevOps #Debugging
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