Field Notes / 2026
Shipped, broke, fixed, repeat.
Every commit tells part of the story.
Jul 20265 min read
Why Database Migrations Are Scarier Than They Look
The hidden risks, cascading failures, and why a single SQL script can bring production to a halt.
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Jul 20266 min read
How Do You Know Whether the AI Was Right?
The reasons why we created a Shadow Execution Engine.
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Aug 20266 min read
Teaching AI to Learn From Real Database Migrations
Every verified migration becomes experience that improves the next prediction.
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Aug 20263 min read
Building an AI System That Doesn't Trust AI
Why every AI decision should be verified before anyone trusts it.
Read on MediumAug 20267 min read
The Cluster Cleanup Problem
Why temporary infrastructure can quietly become one of the biggest operational costs.
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