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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Why “Make It Work, Then Make It Right, Then Make It Fast” Produces Bad Systems at Scale

Kent Beck’s maxim is genuinely good advice for an individual working on a bounded problem. The argument here is that…

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The Reason Most Architecture Decision Records Get Written and Never Read Is Architectural, Not Cultural

Architecture Decision Records are praised universally and practised sporadically. The orthodox explanation is culture and discipline. The deeper argument is…

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