AI Code Black Boxes, the Art of Metaphor, and Composable Frontend Architecture
Published on 20.04.2026
The Black Box Problem: Why AI-Generated Code Stops Being Maintainable
TLDR: AI coding tools produce code that works initially but becomes increasingly difficult to maintain as structural problems accumulate. The root cause is that AI generates code without real-time architectural feedback, resulting in monolithic outputs with hidden dependencies and missing contracts.
The Black Box Problem: Why AI-Generated Code Stops Being Maintainable
The Mighty Metaphor
TLDR: Metaphors are not decorative language for architects, they are the primary mechanism for translating technical constraints into business reasoning. Choosing the right metaphor determines whether your audience grasps trade-offs or walks away confused.
"Clean Code": a Timeless Truth or a Myth We Keep Telling Ourselves?
TLDR: Kevin Henney and Daniel Terhorst-North revisit whether "clean code" is a durable principle or a set of dogmatic rules that have calcified past their usefulness. The answer depends heavily on context, and the conversation traces the term's evolution from 1970s programming texts to Robert C. Martin's 2008 book.
"Clean Code" a Timeless Truth OR a Myth We Keep Telling Ourselves?
Orchestrating Scalable Frontends: The Power of the Composition Root
TLDR: Frontend applications built with isolated feature modules face a real coordination problem: how do features communicate without coupling to each other? Giuseppe Ciullo argues the answer is treating the Pages layer as a Composition Root, borrowed from Clean Architecture, where features are instantiated and their interactions orchestrated in one explicit place.
Orchestrating Scalable Frontends: The Power of the Composition Root
I Had No Weekend Plans, So I Let Earth Tell Its Story
TLDR: A developer used a free weekend to build an interactive Earth Day storytelling webpage where Earth narrates its own 4.5-billion-year history from formation to the present. The project covers biodiversity, environmental statistics, and ends with a pledge section.