This document provides an overview of a webinar on sample preparation techniques for pesticide residue analysis, focusing on QuEChERS extraction. It discusses the challenges of pesticide residue analysis in complex food matrices and how QuEChERS extraction addresses these challenges through a simple, fast, and cost-effective process. The document reviews different QuEChERS extraction methods and provides tips on selecting the appropriate method based on analytes of interest and matrix type. It also discusses troubleshooting poor recoveries and provides examples of pesticide residue analysis in different food matrices using QuEChERS extraction.