I enjoy building things that live on the internet

I like to build from websites to web apps, I create digital experiences that solve real problems and delight users and the most important is that all that I build, I build with PEOPLE!
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Run Gemma 4 Locally on Windows and Set Up Code Autocomplete in IntelliJ IDEA

April 03, 2026

Run Gemma 4 Locally on Windows and Set Up Code Autocomplete in IntelliJ IDEA

Google released Gemma 4 on April 2, 2026. This guide walks you through the complete setup — autocomplete suggestions appearing inline in your Java edi...
Making Your Java Test Assertions Self-Documenting

April 02, 2026

Making Your Java Test Assertions Self-Documenting

A practical pattern for wrapping JUnit 5 and Hamcrest assertions with structured SLF4J logging — so every test run tells a full story, not just a stac...
Is google exposing AI API keys on purpose?

March 01, 2026

Is google exposing AI API keys on purpose?

Recently, I've integrated the Gemini AI API into the workflow of a project of mine. I want to share my experience! Here are my two cents:...
Best Practices to use AI models for a QA

December 10, 2025

Best Practices to use AI models for a QA

After spending the last two years integrating AI into my daily testing workflows, I’ve learned one undeniable truth: AI is not a magic wand; it is a h...
Karate Framework should you use it or not ?

December 07, 2025

Karate Framework should you use it or not ?

After using the Karate Framework daily for a year, here is the truth. From JUnit reporting issues to UI testing confusion—find out why I suggest avoid...