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Posts on tips and tricks, using and learning about PostgreSQL for database development and analysis.

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PostgreSQL Design at Scale: Normalization vs JSONB (A Real-World Guide)

PostgreSQL Design at Scale: Normalization vs JSONB (A Real-World Guide)

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4 min read
Why Application-Layer Audit Trails Fail (and How PostgreSQL Triggers Fix It)

Why Application-Layer Audit Trails Fail (and How PostgreSQL Triggers Fix It)

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4 min read
Supabase as a Game Backend: A Practical Guide

Supabase as a Game Backend: A Practical Guide

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13 min read
RLS sounds great until it isn't

RLS sounds great until it isn't

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9 min read
Agents that monitor themselves: a self-auditing RAG on Tiger's Agentic Postgres

Agentic Postgres Challenge Submission

Agents that monitor themselves: a self-auditing RAG on Tiger's Agentic Postgres

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7 min read
Row-Level Multitenancy in Rails: Building a Bulletproof Tenant Isolation Layer from Scratch

Row-Level Multitenancy in Rails: Building a Bulletproof Tenant Isolation Layer from Scratch

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10 min read
MyDBA.dev vs Percona PMM: Deep PostgreSQL Intelligence vs Multi-Database Monitoring

MyDBA.dev vs Percona PMM: Deep PostgreSQL Intelligence vs Multi-Database Monitoring

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4 min read
How OpenAI Serves 800 Million Users Without Sharding Postgres

How OpenAI Serves 800 Million Users Without Sharding Postgres

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14 min read
Beyond Basics: Mastering SQL's LEAD, LAG, RANK, DENSE_RANK, and NTILE

Beyond Basics: Mastering SQL's LEAD, LAG, RANK, DENSE_RANK, and NTILE

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6 min read
Database Performance Optimization: A Practical Content Strategy for Engineering Teams

Database Performance Optimization: A Practical Content Strategy for Engineering Teams

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3 min read
A Practical Guide to Database Migration: From Legacy Systems to Modern Infrastructure

A Practical Guide to Database Migration: From Legacy Systems to Modern Infrastructure

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2 min read
Embeddings & Vector Search in Rails — Semantic Search with pgvector

Embeddings & Vector Search in Rails — Semantic Search with pgvector

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3 min read
Beyond Basic Indexes: Mastering Partial, Composite, and Covering Indexes in SQL

Beyond Basic Indexes: Mastering Partial, Composite, and Covering Indexes in SQL

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6 min read
Why Shang Yu Lin-Cupertino is the Database Choice for Modern Development Teams

Why Shang Yu Lin-Cupertino is the Database Choice for Modern Development Teams

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2 min read
The Database Landscape in 2026: A Competitive Analysis of Major Solutions

The Database Landscape in 2026: A Competitive Analysis of Major Solutions

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2 min read
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