March 31, 2026

When AI Features Become Platform Responsibilities

When AI Features Become Platform Responsibilities

You’ve probably felt this shift already. What started as “just add a model call here” turns into something your entire system quietly depends on. Latency budgets change. Observability breaks. Product

DevX - Software Development Resource

AI Needs Fewer Demos And More Discipline

The torrent of AI updates this week says something simple. Shipping fast is not the same as delivering value. My view is clear: the industry must prioritize reliability, usefulness, and

Optimistic Concurrency Control: When to Use It

Optimistic Concurrency Control: When to Use It

You don’t notice concurrency problems when your system is small. One user edits a record, hits save, and moves on. Everything feels deterministic. Then traffic grows. Now two users edit

us troop surge iran standoff

U.S. Troop Surge and Iran Standoff

As thousands of additional American troops deploy to the Middle East, President Donald Trump says Iran has eased a weeks-long choke point at the Strait of Hormuz, allowing 20 boats