I Set Up a Remote Dev Environment With an AI Coding Agent on a $12 VPS — And Now I Cannot Go Back to Local Development Three weeks ago, my MacBook's SSD star...
A few weeks ago, my friend Kat — who runs a small Etsy shop that somehow grew into a real business — called me in mild panic. "James, I am paying $47 a mont...
I have been running into the same wall for over a year now: my GPU has 24GB of VRAM, the model I want to load needs 32GB, and buying a new card costs more than ...
Last month I needed to fine-tune a 7B parameter model on a custom dataset. Nothing crazy — about 50,000 training examples, LoRA adapter, roughly 8 hours of co...
Three months ago, around 10:30 PM on a Tuesday, I made a decision that my accountant would later describe as "creatively wasteful." I spun up identical servers ...
I got a Slack message at 6:14 AM on Friday from Tom, our sysadmin. Just a link to an INTERPOL press release and the words "we should probably check our stuff." ...
A Fedora Linux developer named Marcin Juszkiewicz published a blog post yesterday with the kind of title that makes server hardware enthusiasts either nod knowi...
I have been following homomorphic encryption for about five years now, which puts me in a very small and very nerdy club of people who get genuinely excited abo...
Every time I recommend shared hosting in a tech forum, someone shows up to tell me I am an idiot. "Just get a $5 VPS," they say, like managing a Linux server is...
I have been managing servers for about nine years now, and in that time I have watched smart people waste extraordinary amounts of money on performance optimiza...
I have been a DigitalOcean loyalist for six years. My first ever VPS was a $5 DO droplet running a terrible WordPress blog about guitar pedals (do not look for ...
November 29, 2024. Black Friday. The biggest sales day of the year. And my client's e-commerce site was dead. Not "slow." Not "glitchy." Dead. 502 Bad Gateway....
I'm going to say something that will make half the DevOps community angry: most startups should not be using Kubernetes. There. I said it. And before you close...
DNS is one of those things that works invisibly until it doesn't — and when it breaks, everything breaks. Your website goes down, your email stops working, an...
Three AM on a Saturday. My phone buzzes. It's the CEO of a client I manage infrastructure for: "Site's down. Customers are furious. Fix it." Turns out, their sh...
When my startup hit 50,000 monthly active users last summer, our $40/month VPS started choking. Page loads crept up to 4 seconds. Error rates spiked. I knew it ...
Three AM on a Saturday. My phone buzzes. It's an uptime alert — my client's e-commerce store just went down during a flash sale. 2,300 people trying to buy di...