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This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built I'm Mark. I'm a middle-school teacher, and I'm not a coder. A few times a year there's a piece of writing th
You're not losing your job to AI. But the developer who knows how to work with AI might. I used to spend 40 minutes writing a database migration script. Last Tuesday, I described what I needed in
A few weeks ago I wrote about why I don't want to give Claude SSH access to my home server. It's not that AI agents are useless. It's the opposite. They got good enough that handing one a shell start
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built I built a local Socratic Study Buddy application. It pairs the localized inference engine of LM Studio with
A markdown convention I wrote to track 5-10 half-built projects without losing my mind, and without another SaaS subscription. TL;DR. AI made it cheap to generate ideas, draft plans, and start proje
i'm an indie app builder and vibe coder. i've shipped over 30 small business apps — invoicing, inventory, packing slips, tax tracking. and now apparently an open standard for ai agents. that last one
Last month I was setting up a hardened dev environment for a client doing security research. They wanted all traffic from their workstation tunneled through a VPN, no exceptions. Simple, right? Instal
The landscape of AI has shifted from "bigger is better" to "smarter is better." We are entering the era of intelligence-per-parameter—a metric of how much reasoning power is packed into a compact mode
From a working prototype to something that actually behaves like a real system. Introduction In the previous parts, we built a fairly solid RAG pipeline: Vector search using FAISS
Six months after the AI-generated prototype ships to production, the engineer who wrote zero of it is on call at 3 AM trying to understand it. Vibe coding is real and it works for what it is. You can
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Microsoft launched Teams' Together Mode during the pandemic to give the illusion of a bunch of people sitting in a conference room together, even if they were really sitting at home without pants on.
Privacy will be a major theme when Apple unveils a new version of Siri.