Software Architecture
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Software Development
API Versioning Strategies and Their Hidden Long-Term Costs
URL versioning, header negotiation, content negotiation, and why every versioning choice is a debt you will eventually pay. Every API…
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Core Java
The Java Memory Model Explained: Happens-Before and Concurrency Semantics
There is a quiet assumption embedded in almost every line of Java ever written: that when one thread writes a…
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Software Development
Designing Reliable AI Agent Systems
Over the past few years, artificial intelligence has evolved from a largely experimental research field into a fundamental part of…
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Software Development
A Guide to Designing APIs for AI Agents in the Age of AI
AI agents are changing how modern software systems are designed and consumed. Unlike traditional applications that rely on predictable, human-driven…
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Software Development
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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Software Development
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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Software Development
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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Software Development
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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Software Development
The Fundamental Tension Between Consistency and Availability Is Not a Technical Problem. It’s a Business Decision Most Engineers Are Making Alone
CAP theorem gets taught as a distributed systems concept. What’s completely missing is the organisational dimension: engineers are making these…
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