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# postgres

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

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SQLAlchemy Bulk Operations for AI Feature Analytics: Writing 10K Events/Second Without Database Meltdown

SQLAlchemy Bulk Operations for AI Feature Analytics: Writing 10K Events/Second Without Database Meltdown

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4 min read
The Gamification Data Model: How to Structure Streaks, Achievements, Points & Leaderboards

The Gamification Data Model: How to Structure Streaks, Achievements, Points & Leaderboards

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11 min read
Integrating SQL Databases with Power BI for Advanced Analytics: A Complete Guide

Integrating SQL Databases with Power BI for Advanced Analytics: A Complete Guide

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4 min read
PostgreSQL High Availability: A Practical Guide with Patroni and pgBouncer

PostgreSQL High Availability: A Practical Guide with Patroni and pgBouncer

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6 min read
6 Supabase RLS Patterns for Solo SaaS — auth.uid() and Beyond

6 Supabase RLS Patterns for Solo SaaS — auth.uid() and Beyond

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3 min read
Migrating from Neon to Supabase (Postgres + Drizzle, in production)

Migrating from Neon to Supabase (Postgres + Drizzle, in production)

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7 min read
Cutting a 26-Minute Supabase Batch Job to Near Zero — The prev_fetched Flag Pattern

Cutting a 26-Minute Supabase Batch Job to Near Zero — The prev_fetched Flag Pattern

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2 min read
Sub-queries vs Window Functions vs Common Table Expressions: Which Should You Use in SQL?

Sub-queries vs Window Functions vs Common Table Expressions: Which Should You Use in SQL?

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3 min read
PostgreSQL Covering Indexes: Eliminate Heap Fetches with INCLUDE

PostgreSQL Covering Indexes: Eliminate Heap Fetches with INCLUDE

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3 min read
Supabase Migration Best Practices — Timestamp Naming, Conflict Prevention, Seed Separation

Supabase Migration Best Practices — Timestamp Naming, Conflict Prevention, Seed Separation

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2 min read
Testing FastAPI + SQLAlchemy with Real PostgreSQL Fixtures: No More Mocking Misery

Testing FastAPI + SQLAlchemy with Real PostgreSQL Fixtures: No More Mocking Misery

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5 min read
I keep writing the same Pydantic-asyncpg wrapper. So I published it.

I keep writing the same Pydantic-asyncpg wrapper. So I published it.

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6 min read
From AI Code Generation to AI System Investigation

From AI Code Generation to AI System Investigation

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3 min read
I Built a Multi-Tenant SaaS for 50+ Tenants — Here's the Complete Architecture

I Built a Multi-Tenant SaaS for 50+ Tenants — Here's the Complete Architecture

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9 min read
Building Audit Logs That Don't Destroy Your Database: A Production Pattern

Building Audit Logs That Don't Destroy Your Database: A Production Pattern

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4 min read
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