Mxhlix

Running "Found" — 600+ browser tools in 5 languages, built with an AI-driven pipeline. I write about what actually broke, with dates and data. X: @F0und_t00ls

Joined on Jul 11, 2026 contact@found-tools.com https://found-tools.com/

Mxhlix

Aug 4

I locked my AI's design output with JSON. It worked perfectly — and everything looked like a spreadsheet

#ai #designsystems #frontend #webdev

4 min read

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Mxhlix

Aug 1

When AI agents hit an impossible task, they hide it. The 3 escape patterns and the rules that stop them

#ai #programming #productivity #webdev

3 min read

Mxhlix

Jul 29

My agent filled in every field on the form. It could not attach the three images.

#ai #programming #automation #webdev

9 min read

Mxhlix

Jul 26

My coding agent always stopped at 80%. The spec I gave it was why.

#ai #programming #productivity #architecture

6 min read

Mxhlix

Jul 23

4 ways canvas text rendering breaks in multilingual apps (that en/ja testing will never catch)

#javascript #i18n #canvas #frontend

3 min read

Mxhlix

Jul 20

Giving an AI QA agent a Bayesian prior: predicting where the bugs are before looking

#ai #testing #programming #productivity

3 min read

Mxhlix

Jul 17

My AI QA agent said "all features working." The canvas was blank. Here's what it was actually seeing.

#ai #testing #qa #chrome

3 min read

Mxhlix

Jul 14

Automating an app with no DOM: driving Flutter/canvas editors with coordinates only

#ai #automation #webdev #programming

3 min read

Mxhlix

Jul 11

Claude in Chrome keeps missing clicks. I measured why — there are exactly two causes.

#claude #chrome #automation #ai

5 min read

DEV Community

Mxhlix

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1 Week Community Wellness Streak

Writing Debut

I locked my AI's design output with JSON. It worked perfectly — and everything looked like a spreadsheet

Want to connect with Mxhlix?

When AI agents hit an impossible task, they hide it. The 3 escape patterns and the rules that stop them

My agent filled in every field on the form. It could not attach the three images.

My coding agent always stopped at 80%. The spec I gave it was why.

4 ways canvas text rendering breaks in multilingual apps (that en/ja testing will never catch)

Giving an AI QA agent a Bayesian prior: predicting where the bugs are before looking

My AI QA agent said "all features working." The canvas was blank. Here's what it was actually seeing.

Automating an app with no DOM: driving Flutter/canvas editors with coordinates only

Claude in Chrome keeps missing clicks. I measured why — there are exactly two causes.