DePIN for GPU Compute: The “Airbnb for H100s” is Here (But It’s Messy)

I tried to rent a cluster of H100 GPUs on AWS last month. The sales rep literally laughed at me. “Get in line,” he said. The waitlist was six months long, and the price per hour was enough to bankrupt a small startup in a week. This is the bottleneck nobody talks about. We have … Read more

Physical AI in Logistics: 3 Boring Use Cases That Print Money

I have a rule: If a vendor tries to sell me a robot that looks like a human, I end the meeting. It’s 2026. The hype cycle for “Physical AI” is out of control. Everyone is talking about androids walking around warehouses, carrying boxes like they’re in a sci-fi movie. Here’s the thing: That is … Read more

Sovereign AI Cloud: Why Nations (and Your Boss) Are panicking

I was talking to a CTO from a European fintech company last week. He looked exhausted. “We want to use GPT-4,” he told me, “but legal says if one byte of customer data hits a US server, we’re sued into oblivion.” This is the reality right now. The shiny global AI models—OpenAI, Anthropic, Google—are amazing. … Read more

AI-Native Development Platforms: Why “Localhost” is Dying

I remember my first week as a junior dev. I spent four days just trying to get my local environment running. Dependency conflicts, npm errors, version mismatches… it was a nightmare. I wasn’t coding; I was plumbing. Fast forward to today. The idea of “setting up a dev environment” is starting to feel like churning … Read more

Garmin battery draining fast: the settings I changed before blaming the battery

The watch was fully charged in the morning. By late afternoon it was already screaming for a charger. I didn’t change my training load. I didn’t suddenly start using GPS for 8 hours. Still, the drain felt aggressive enough that I started thinking “this battery is done.” In my case, it wasn’t a dead battery—just … Read more

Garmin Connect not syncing: the fixes that worked when “connected” meant nothing

Your watch says it’s connected. Garmin Connect is open, Bluetooth looks fine, and still… your activity refuses to upload. This is the kind of problem that makes you question reality. It’s not a clean “down” situation—everything looks normal until you notice yesterday’s run is still trapped on the watch. This post is the order I … Read more

PS5 input lag that wasn’t “the internet”: the TV settings that finally fixed it

I blamed my internet first. PS5 felt fine in menus, but the moment I started playing, everything felt a beat late—like the game was reacting half a second after I moved the stick. It looked like “network lag,” but it wasn’t. It was my TV. PS5 input lag TV: what it feels like (and why … Read more

My internet speed was fine, but everything felt laggy: the bufferbloat/SQM fix that changed it overnight

Your speed test says 300 Mbps, so you think you’re done. Then someone starts uploading photos, your Zoom audio goes weird, your game ping doubles, and even simple pages feel like they hesitate before loading. That gap between “fast” and “feels fast” is where bufferbloat lives. What bufferbloat feels like when you’re not looking for … Read more

Choosing a Starlink plan without regrets: what I’d pick for home, travel, and backup internet

The hardest part about Starlink isn’t installing it. It’s picking a plan without feeling like you accidentally chose the “wrong version” of the same internet. Starlink plans are confusing because they look similar on the surface, but they can behave differently depending on where you use them and how congested your area gets. So the … Read more