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⚡ AI Lessons
Dev.to · Jake Lazarus
⚡ AI Lesson
3mo ago
How to Set Up a Staging Database from Production PostgreSQL (2026 Guide)
Stop dumping your entire production PostgreSQL database to staging. Learn how to create a fast, PII-free, referentially complete staging environment using subse
Dev.to · Jake Lazarus
⚡ AI Lesson
3mo ago
How to Replace Seed Scripts with Production Snapshots
Seed scripts work until they don't. Here's how to replace them with FK-aware production snapshots that stay current, stay safe, and require zero maintenance.
Dev.to · Jake Lazarus
⚡ AI Lesson
4mo ago
How to Anonymize PII in PostgreSQL for Development
Real emails, names, and addresses sit in most dev databases. Here's how to anonymize PII in PostgreSQL during snapshot creation — not after the fact.
Dev.to · Jake Lazarus
⚡ AI Lesson
4mo ago
Why Fake PostgreSQL Test Data Misses Real Bugs
Most teams do not have a testing problem. They have a test data realism problem. Locally, the app...
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