Software Architecture
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Software Development
Beyond the Wall Clock: Tracking Causality in Distributed Systems
In the world of distributed systems, the concept of “time” is notoriously fragile. You might assume that a server in…
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Software Development
The Boundary Between Coupling and Cohesion: Why Low Coupling Alone Doesn’t Make a Good Architecture
Coupling gets all the credit in architecture reviews. Cohesion, its quieter counterpart, is what actually decides whether that low-coupling win…
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Software Development
Domain-Driven Design in the Age of Microservices: Where Bounded Contexts End and Services Begin
Why DDD’s bounded context and a microservice are not the same thing, and how conflating the two leads to over-fragmented…
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Software Development
The Economics of Technical Debt: How to Reason About It Strategically Rather Than Emotionally
Framing technical debt as a financial instrument — interest rate, principal, and amortization — and how that lens changes prioritization…
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Software Development
Event-Driven vs. Request-Driven Architecture: How to Choose and When the Boundary Blurs
A decision-making framework for teams standing at the architectural fork between REST APIs and event streams. Almost every architecture discussion…
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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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