ming@engineer:~/portfolio $ ls articles/
Welcome to my corner of the internet where I write about the tech world. You'll find my thoughts on things I've learned, things I'm still figuring out, and everything in between.
A single LLM asked to evaluate your idea will almost always validate it. This is not a hallucination — it is a structural bias baked into how models are trained. Here is how adversarial multi-agent pipelines produce genuinely wider perspectives.
AI is only as precise as the intent you give it. Most AI development skips the hardest step, defining what you actually want, and pays for it in revision cycles.
AI code generation is a productivity win — until it quietly becomes a maintenance nightmare. Here is what is actually happening, and what to do about it.
An engineer's perspective on the core principles of 'The Lean Startup,' focusing on how the Build-Measure-Learn loop and validated learning can shape technical decisions and save wasted effort.
A look at the core principles of Jocko Willink and Leif Babin's 'Extreme Ownership' and how they translate from the battlefield to the world of software engineering leadership.
A look at the core principles of Robert C. Martin's 'Clean Architecture,' focusing on how concepts like dependency inversion and screaming architecture lead to more maintainable, testable, and independent software systems.
A pragmatic look at Robert C. Martin's 'Clean Code,' focusing on the principles that have stood the test of time and those that might be worth debating.