Articles

Written versions of lessons that repeat

Each article is a distilled view of something I keep re-learning on real systems — the same knowledge base behind the case studies, in essay form.

ARTICLE · 2 min

Privacy by design, not by retrofit

On a healthcare platform, we didn't add security at the end. It shaped the architecture from day one — and that order of operations is the whole point.

securityprivacyarchitecture
ARTICLE · 2 min

Stop fixing backend problems in the frontend

The slow screen wasn't a frontend problem. It rarely is. The fix belongs to the layer that owns the problem — and finding that layer is a skill.

performancefull-stackengineering-judgment
ARTICLE · 2 min

Getting LLMs past the demo

Calling an AI API is easy. Making it a reliable production feature is the actual job — and it's ordinary software engineering, applied without exceptions.

aiproduction-engineeringllm-integration
ARTICLE · 2 min

What changed when I stopped writing only code

My first promotion to lead taught me that shipping more code wasn't the point anymore. The multiplier is systems and people, not heroics.

leadershipmentoringgrowth
ARTICLE · 2 min

Building frontend for regulated software

Building a bank's frontend from scratch changed my definition of 'production-ready'. In regulated software, consistency and validation aren't polish — they're the product.

frontendregulatedquality-process

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