Engineering Best Practices
Code quality, testing, architecture, and engineering discipline applied to AI-assisted work.
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- LV.1Staged Deployment Explained for Solo Builders
- LV.2One Table With 47 Columns Is Not a Database
- LV.3Three Environments in Thirty Minutes
- LV.4Cheap AWS Services and the Ones to Avoid
- LV.5A Branching Strategy That Starts Simple
- LV.6Four Vibe Coding Mistakes That Cost Real Money
- LV.7Three Gaps Found in Almost Every AI-Built App
- LV.8Why Long AI-Written Comments Are Worth Keeping
- LV.9Designing an API Rate Limiter: Fixed Window vs Token Bucket
- LV.10Three Things to Build Before Changing a Live Database
- LV.11Five Levels of AI Building, From Coder to Engineer
- LV.12Add Database Indexes Before Full Table Scans Melt the Server