Essays blend personal experiments, leadership frameworks, and multilingual product lessons—all anchored in my roadmap for thriving as a tech leader in the age of AI.
Everyone talks about AI productivity gains, but almost nobody measures them. I'm starting to track my multi-agent system with real metrics. Here's the framework I'm using to assess if my $100/month is justified.
I shipped real-time video translation and a WhatsApp bot to solve actual family problems—without a development team. Here's the step-by-step breakdown anyone can follow.
A sprint to build a multi-provider live translation stack turned awkward family visits into fluid conversations across Polish, Arabic, and English.
A weekend experiment with a custom WhatsApp bot now keeps conversations flowing between my Polish parents and my Egyptian in-laws—without me acting as the interpreter.
How fifteen years across QA, product, and engineering led me from Warsaw to Cairo—and why I started documenting my AI journey for the volatile decade ahead.
I love comparing notes with teams exploring AI translation, automation, or cross-cultural collaboration. Drop me a message and let’s chat.
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