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

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PostgreSQL MVCC Autovacuum Starvation: HOT Update Breakdown & Table Bloat under Heavy Write Loads

PostgreSQL MVCC Autovacuum Starvation: HOT Update Breakdown & Table Bloat under Heavy Write Loads

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4 min read
Use your filesystem as your database

Use your filesystem as your database

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12 min read
Fan-Out Joins: The Silent Cause of Inflated Metrics

Fan-Out Joins: The Silent Cause of Inflated Metrics

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2 min read
Model Critique or Server Evidence: A Debate for Agent SQL Acceptance

Model Critique or Server Evidence: A Debate for Agent SQL Acceptance

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9 min read
SQL and Database Fundamentals: From Tables to Transactions and Indexes

SQL and Database Fundamentals: From Tables to Transactions and Indexes

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17 min read
What 6,000 Pharmacy Transactions Taught Me About Discounts

What 6,000 Pharmacy Transactions Taught Me About Discounts

BERJAYA 1
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6 min read
Write-Audit-Publish: Never Promote a Bad Table Again

Write-Audit-Publish: Never Promote a Bad Table Again

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2 min read
Vector-Native Analytics: Embeddings as a First-Class Warehouse Column

Vector-Native Analytics: Embeddings as a First-Class Warehouse Column

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2 min read
Modeling Your Warehouse So AI Can Actually Use It

Modeling Your Warehouse So AI Can Actually Use It

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2 min read
Your PostgreSQL Index Probably Doesn't Need Every Row

Your PostgreSQL Index Probably Doesn't Need Every Row

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1 min read
SCD Type-2 Without the Duplicate-Current-Row Footgun

SCD Type-2 Without the Duplicate-Current-Row Footgun

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2 min read
Technical Guide: Automating SQL CREATE TABLE and INSERT Generation from Excel

Technical Guide: Automating SQL CREATE TABLE and INSERT Generation from Excel

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6 min read
Your Postgres ID columns will run out of numbers. Here's a 10-second check (and the trap that hides it)

Your Postgres ID columns will run out of numbers. Here's a 10-second check (and the trap that hides it)

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4 min read
Excel Turned a 20% Discount Into 19.999999999999998%. That Hid $2,325.

Excel Turned a 20% Discount Into 19.999999999999998%. That Hid $2,325.

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7 min read
Blind SQL Injection (Oracle): Intruder ile Administrator Şifresini Karakter Karakter Çıkarmak

Blind SQL Injection (Oracle): Intruder ile Administrator Şifresini Karakter Karakter Çıkarmak

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4 min read
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