Software Development
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Vibe Coding Goes Wrong: What AI-Generated Code Actually Breaks in Production
AI coding tools promise to ship features faster than ever before. And in many ways, they deliver — until something…
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Domain-Driven Design Was Written for a World Without LLMs — What Happens to the Ubiquitous Language When the Model Speaks It Better Than Your Team Does?
Eric Evans gave us the Ubiquitous Language as the hardest artifact a team can build. Large language models now absorb…
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Technical Debt Has a Direction: Why Paying It Down in the Wrong Order Makes Things Worse
The standard advice is to “pay down technical debt.” Rarely discussed is that debt has topology — and tackling the…
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FinOps for Developers: Understanding and Cutting Your Team’s Cloud Bill
Right-sizing JVM workloads, migrating to Graviton, and running spot instances aren’t manager problems. They’re engineering decisions — and they’re yours…
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The Cargo Cult Problem in Software Architecture
Why teams adopt microservices, event sourcing, and CQRS without the conditions that make them work — and what those conditions…
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The Epistemology of Production Incidents. What post-mortems actually tell you — and what they systematically cannot
Post-mortems are the closest thing software engineering has to a scientific method. Yet every structured inquiry into failure carries a…
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Traditional vs AI Web Scraping: Developer Guide
Web scraping has become a critical capability for businesses, data engineering teams, researchers, and AI-driven applications, enabling organizations to transform…
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Complexity Has a Ratchet: Why Software Systems Almost Never Get Simpler Over Time and What That Implies for How We Design Them
Every abstraction layer was solving a real problem. Every configuration flag handled a genuine edge case. Every service boundary separated…
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The Invisible Contract Between a Framework and Its Users — And What Happens When a Major Version Breaks It
When a team adopts Spring, Hibernate, or any long-lived Java framework, they are not just choosing a library. They are…
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