SQL
Why using production workloads over simulated workloads is critical
AI-Assisted SQL Tuning Last week in his keynote speech at Percona Live Bay Area 2026 , Andy Pavlo presented Databases: The Final Boss of Agents and provided some useful insights into query optimization of simulated workloads leveraging AI.
Evaluating Readyset Caching for MySQL
Readyset is a database caching solution for MySQL and PostgreSQL . For applications that have increased load on your primary database, or use scale-out infrastructure to support a high-read workload, ReadySet can be a drop-in solution to address current performance issues.
Creating a More Realistic Benchmark
Common benchmark approaches fall into two general categories, synthetic testing and realistic testing. You have the most generic operations from a synthetic test, starting with the most simple example using a single table, a single column, and for a single DML operation.