Blog
Notes on infrastructure, DevOps and the projects I run.
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I Don't Prompt My Agents Anymore
I talk to one chat, and orchestrators write the prompts for their own agents. Why I stopped adding rules, memory and permission prompts, and why newer models need fewer limits, not more.
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Six Months of Daily AI Use Taught Me the App Layer Is Doomed
*An opinion piece* For the last six months, I've used AI every single day — building projects, stress-testing what it can do, and mapping out where it still falls short. That hands-on experience has left me with one conviction: the entire industry of software built to help you "use" AI is going to disappear. Not because the tools are bad, but because they'll become unnecessary.
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Why Radiology Will Be the First Medical Specialty Fully Replaced by AI
For decades, the radiologist has been medicine's pattern-matcher in chief: a person trained to stare at grayscale slices of the human body and spot the shadow that shouldn't be there. It's a job built entirely on image interpretation — and image interpretation is exactly the kind of task machine learning has gotten ruthlessly good at. The only question left isn't whether AI replaces radiology. It's how fast, and what replaces the radiologist's other job: deciding who gets scanned at all.
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Run a real Linux VM on your Android phone
No root, no Play Store. Termux plus QEMU gives you a full x86_64 Alpine virtual machine — SSH and Docker included — running in your pocket.
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From Exploration to Mastery (2019 — 2023)
COVID-era deep work — building a game-tracker platform that monitored 100,000+ servers, launching a WooCommerce shop with 1,000+ customers, and going hard on full-stack craft.
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Transition to Web Hosting and Programming (2017 — 2019)
How I moved from gaming-community management to running my own web hosting platform — WHMCS, Virtualizor, cPanel, and 50+ paying clients.
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Gaming Community Leadership (2014 — 2017) — Building Communities and Mastering SEO
Co-founding a gaming community, owning #1 Google rankings for years, and learning that running an online community is half technology and half people.
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Gaming Community Ventures (2011 — 2013) — How Online Worlds Shaped My Technical Expertise
HTML intros, Linux server admin, MySQL, SteamCMD, and forum software — three years that turned a curious kid into a self-taught full-stack developer.
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My First Interaction with the Internet — A Journey into Web Development 2008
A 10-year-old discovers the internet at a netcafé in 2008. What started with "inspect element" became fifteen years of building things online.