Calm UX & Dark Magic

Boring Reliability for Frontend, AI & Legacy Systems.

I build boringly reliable software with irresponsibly fun metaphors. On this blog I write about calm user experiences, test-driven AI workflows, and turning legacy crypts into stable foundations - without vibe coding.

Start here

New to the site? Here's a good path through the core ideas:

  1. 1
    Ward #1: Yes, You *Can* Actually Build Good Software With AI

    The core philosophy – how to use AI without vibe coding.

  2. 2
    The Hollow Test Pyramid: Why Your Strategy Feels Wrong

    Why the classic test pyramid collapses in the AI era, and what the Gold Pyramid looks like.

  3. 3
    Gold Standard TDD: The Musical Walkthrough

    A concrete, slightly unhinged tour of how GS-TDD works in practice.

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