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PostgreSQL

Whether you’re a seasoned developer or just beginning your journey into database systems, this hub is your guide to understanding the inner workings of PostgreSQL. Dive deep into the architecture, memory management, background workers, planner, executor, WAL and more – and learn how to navigate the PostgreSQL codebase, write extensions and even contribute a new feature to core PostgreSQL.

This is more than just theory – It is about building the skills and insights needed to shape the future of one of the world’s most powerful open-source databases.

Stop Building Single-Turn RAG: The Architectural Fix for Hybrid Data Queries

Single-turn RAG fails on hybrid queries mixing structured and unstructured data. Discover the…

Why Oracle’s Converged AI Stack Debunks 4 Developer Myths

Oracle’s Unified Memory Core challenges common assumptions about vector databases, data consistency…

How to Implement PostgreSQL Row Level Security for Multi‑Tenant SaaS

Introduction: Why PostgreSQL Row Level Security Matters for Multi‑Tenant SaaS In any serious…

Top 5 Strategies to Improve Foreign Data Wrapper Cost Estimation

Introduction: Why Foreign Data Wrapper Cost Estimation Still Hurts Whenever I tune federated…

Top 5 Mistakes Database Engineers Make With Columnar Storage Compression

Introduction: Why Columnar Storage Compression Fails in Practice Columnar storage compression…

Designing a Vectorized Query Execution Engine: Modern Tradeoffs and Patterns

Introduction: Why Vectorized Query Execution Engines Are Dominating Modern Databases When I started…

This section dives into practical PostgreSQL techniques drawn from real production experience. It covers performance tuning, query optimization, replication, extensions, and day-to-day operational patterns that matter when PostgreSQL is running under real load. The focus is on understanding how PostgreSQL behaves internally and applying that knowledge to build systems that are reliable, scalable, and easier to operate in production environments.

Top 7 Best PostgreSQL Extension Development Tools for C Developers

Introduction: Why You Need Better PostgreSQL Extension Development Tools When I first started writing PostgreSQL extensions in C, I treated them like…

How to Choose PostgreSQL Indexing Strategies: B-tree vs GIN vs BRIN

Introduction: Why PostgreSQL Indexing Strategies Matter Every time I tune a slow PostgreSQL query, I almost always end up looking at indexes first…

Top 7 Best PostgreSQL Partitioning Strategies for Fast Partition Pruning

Introduction: Why PostgreSQL Partitioning Strategies Matter Now PostgreSQL partitioning strategies have gone from a niche performance trick to…

How to Choose Range vs Hash Partitioning in PostgreSQL for Better Pruning

Introduction: Why Partition Choice Matters for PostgreSQL Partition Pruning When I first started using table partitioning in PostgreSQL, I assumed…

How to Build PostgreSQL Time-Series Partitioning with Automatic Retention

Introduction: Why PostgreSQL Time-Series Partitioning Matters In every PostgreSQL system I’ve managed, time-series data has been the first thing to…

Top 5 Best PostgreSQL Background Worker Patterns for Safe Shared Memory Use

Introduction: Why PostgreSQL Background Workers Deserve a Playbook Once I started pushing PostgreSQL background workers beyond simple demos, I…