Kevin Martínez

@kevintwd.bsky.social

TWD (testing while developing) maintainer | Software Architect at Orbitant | twd.dev

Let’s assume for a second AI is making you more productive. Is it making your life any better? Are you healthier? Happier? Have more free time? Have richer social lives? Greater fulfillment? I’m not being hyperbolic, the main thing AI has increased in my life is misery. How am I supposed to act?

Your AI writes tests. But do they actually run? Most don't — they run in a fake DOM or a separate browser, not the one you build in. TWD runs them in your real browser, in a sidebar, and lets your agent write → run → fix → repeat, until green. twd.dev

Not every app has a bundler. A folder of HTML and JavaScript still ships real software, and its testing story is usually thin. TWD tests it in the real browser, loaded from a CDN import map. No build step. And the tests survive a later move to React or Vue, unchanged. dev.to/kevinccbsg/t...

Test your vanilla JS app in the real browser, with no build step

Not every app has a bundler. Plenty of real software is still a folder of HTML and JavaScript served...

dev.to

How many times have you left a Dependabot PR to die out of fear it might break something? We went from that to a green pipeline, review, and merge in under 5 minutes. The key is our testing architecture with twd.dev. If you don't have that security, you're just accumulating debt.

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348 flow tests in 3:24 minutes. These aren't isolated unit tests; they simulate the browser, validate mocks against the backend, and track coverage. At 1.7 tests/second, testing is finally the foundation for our AI, not a bottleneck. Stop relying on luck; trust your pipeline. twd.dev

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No todos los días aprendes cómo alguien usa de verdad tu producto con un lector de pantalla. Hace unos meses auditamos la accesibilidad de TWD, nuestra herramienta open source. Las herramientas de desarrollo también tienen que ser accesibles para todos.

"Build systems that can evolve safely." I love that phrase. Nowadays, with AI adding code super fast, it is even more important. That is why real engineering principles matter more than ever.

I changed how I build features with AI agents, and tests are now the starting point instead of the afterthought. When I write a spec, I stop describing the feature. I add the requirements as context, but my real job is to think about what I need and how it should be tested. Not how to implement it.

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