Benevolent Viruses — A Design Pattern for Ethical AI
Last month I ran an outreach campaign. I emailed 25 people — researchers, advocates, technologists — the kind of humans who think about how AI should …
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The Repository Pattern and AQC — Part 1 of 3: Cleaning Up the Internals
The Series This is the first article in a three-part series on migrating from a traditional Repository Pattern implementation toward Atomic Query Cons…
Language-Agnostic Code Generation: The Driver Plugin Model
TestSmith generates test scaffolds for five languages: Go, Python, TypeScript, Java, and C#. Each language has its own project structure conventions, …
Singleton Design Pattern in Java — From Naive to Thread-Safe
What is the need for Singleton Pattern ? Let's say we need to connect to DB and for every request if we keep creating a new Instance of Db connection …
Swift Protocol Magic II: Designing a Reusable Location Tracking System
How to stop rewriting CLLocationManager boilerplate in every screen — and design something your future self will actually thank you for.* If you've sh…
Hexagonal Architecture is Not a Layered Architecture: Topology, Safety, and When to Walk Away
Most introductory articles draw it as an onion Every article about Hexagonal Architecture ends up with the same diagram: three concentric circles. Dom…
Flutter Actions (mutations)
One-shot operations as first-class state, with declarative listeners. More in Github . An Action is a tiny piece of reactive state that represents a s…