Dev.to
7/17/2026

The original title is: "How execution plan analysis reduced a 12-second SQL query to 300ms"
Original: I Reduced a 12-Second SQL Query to 300ms Without Changing the Server
Short summary
A developer reduced a 12-second SQL query to 300ms by analyzing the execution plan and addressing root causes: full table scans, inefficient joins, missing indexes, unnecessary columns, and expensive sorting. The article emphasizes measuring before optimizing and reading execution plans before rewriting queries. It briefly notes AI as a development companion but stresses engineering judgment remains essential.
- •Execution plan analysis revealed full table scans, missing indexes, and unnecessary column selection
- •Optimizations reduced query time from 12s to 300ms without hardware changes
- •Engineering judgment and evidence-based optimization remain critical even with AI assistance
Generated with AI, which can make mistakes.
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