N Plus One Problem

Definitions

1. A performance issue where one initial query triggers many additional dependent queries, often one per item, causing avoidable load and latency. In engineering slang, the N plus one problem is one of the classic ways innocent code becomes slow at scale.

   In plain English: A performance problem where code does one base query plus many extra queries unnecessarily.

   Example: "The endpoint looked fine in local tests until the N plus one problem showed up in production data and multiplied one request into hundreds of database calls."

Related Terms

• Overhead
• Blazing
• Busy Wait
• Dog and Pony Show
• Drop Table
• Hot Loop
• Micro Optimization Slang
• Over-Optimize
• Phantom Load
• Tank
• X Factor Slang