Software Architecture
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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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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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