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.

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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.
    Mutation Testing: Watch Out for the Wolverine

    Real example of GS-TDD catching realistic bugs.

  3. 3.
    LocalStorage Blues

    A musical tour of what happens when security is an afterthought.

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