Deploy your own PocketBase backend to a remote env in less than an hour
Context Every once in a while I have to stand up a new backend/DB. I used to just use Supabase, but I don't like the idea of not owning my data, and…
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The AWS network inventory, now also a CSV you can filter
What the VPC Atlas inventory holds, the four formats it comes in, and why I made the CSV one flat row per resource. The diagram is the picture, the…
A Staging Website Needs Its Own Security and Integration Rules
A staging site is a separate operational environment. Copying production into a public subdomain without changing its behavior can expose data and t…
We Deleted Two Hundred Virtual Machines and Kept Paying for Their Disks
Last year we finished moving the last of our older applications off virtual machines in the cloud and onto managed services. As each application mov…
The Linear Frontier
The core economic narrative underwriting the current wave of artificial intelligence investment is recursive self-improvement. The investment thesis…
Infrastructure as Code (IaC): Stop Managing Infrastructure Manually
Imagine deploying an application to production, only to discover that the server configuration is different from your development environment. The a…
How to find the closed port that stops an EC2 web page loading, and lock down SSH
You launched an Amazon EC2 instance, installed a web server, and typed its public address into a browser. The tab spins and then times out. Nothing…
A Reproducible 3D Workflow for a Creekside College Campus
I built a small test workflow around a community college that needs a learning commons, student housing, and a public creek garden. The campus sits…
Understanding Solar Street Light Installation Layouts
Solar street light installation is not just about choosing a suitable lamp and mounting it on a pole. The arrangement of the lights along a road als…
NVR storage arithmetic: bitrate, units and mixed camera groups
A camera's resolution does not determine recording storage. Start with the average bitrate of the stream you will actually record, camera count and…
Clean Shutdown and Restart Order for a Small Office in a Texas Grid Emergency
A small office survives a Texas grid emergency by shutting down cleanly before the power drops and restarting in dependency order after it returns.…
How to Choose a CNAPP Solution That Reduces Cloud Risk
Choosing the wrong cloud security platform can leave an organization in a worse position than before the purchase. The security team gains another c…
Self-Hosted vs Managed Inference for Financial Documents: Cost, Privacy and Operations
Quick answer: SIE runs the same engine both ways. Put public filings on SIE Cloud, where you pay for what you use and Superlinked runs the GPUs. Sel…
How We Built a 200-User Office Network in Three Weeks
A financial firm was moving into a full floor in Midtown Manhattan. More than 200 people would sit down on opening day and expect the wired ports, t…
End of an era in Japan for classic push-button phones
Traditional Japanese flip phones, known as gara-kei, survived for decades with unique local features before final 3G network shutdowns ended their e…
Why Engineering Laptops Are Becoming the Biggest Cybersecurity Risk in Industrial Facilities
Why Engineering Laptops Are Becoming the Biggest Cybersecurity Risk in Industrial Facilities An in-depth analysis of engineering workstation securit…
FINAL KUBERNETES PRODUCTION CAPSTONE Dev Staging Production | Helm | Argo CD | Security | Storage | 10 Production Incidents
“I built and operated a production-style Kubernetes platform with separate dev, staging, and production environments. I deployed applications with H…
Email Infrastructure for Open-Source Maintainers
If you maintain an open-source project, you already have enough things to worry about. Issues. PRs. Releases. Documentation. Contributors. Servers.…
Submer: The Barcelona-Born Immersion Cooling Powering AGI Supercomputers
When the technology industry in 2026 debates the horizon of Artificial General Intelligence (AGI) , discussions routinely gravitate toward mathemati…
Phase 0, Part 1: Turning Copy-Pasted Terraform Into a Reusable Proxmox Module
My original infrastructure is three bare-metal Proxmox machines clustered together. The clustering just makes administration a bit easier. Those run…
Top IoT Development Tools & Platforms for 2026
Developing Internet of Things (IoT) applications requires a balanced combination of hardware controls, low-latency protocols, real-time data ingesti…
Trace log #3: Tracing one alert through Alert manager
The signal problem I was trying to understand how mature systems separate signal from noise when many alerts arrive at once. I had been working thro…
RDP vs VPS: Features, Benefits, and Key Differences
If you’ve been comparing RDP vs VPS and aren’t sure which term applies to what you actually need, you’re not alone — the two get used interchangeabl…
How HuskHoard Talks to the Cloud (and Why It Beats Managing Buckets by Hand)
A question we keep getting from people trying HuskHoard for the first time is some version of: "So it archives to S3... but how is that different fr…
PHP-FPM: The Complete Guide to High-Performance PHP Applications
PHP-FPM: The Complete Guide to High-Performance PHP Applications Introduction PHP-FPM (FastCGI Process Manager) has become the backbone of modern PH…
What the GPT-6 Guide Tells Us About What Developers Actually Need
I spent some time reading through OpenAI's GPT-6 model guide, and honestly, the most interesting part wasn't the models themselves. It was the opera…
Data transfer is the AWS line item everyone underestimates
Data transfer costs are the most consistently underestimated line item in AWS They're not the biggest cost in most accounts. But they're the one tha…
The Gateway Consolidated Your Controls. NetScaler Compromise Response Has to Unconsolidate Them.
NetScaler compromise response is difficult for the same reason the appliance is valuable: it concentrates authentication, remote access, certificate…
I rented an A100 to test one vLLM flag
I rented an A100 for under an hour to answer one question. Does a single vLLM flag really change what a token costs? The flag was max_num_seqs : how…
MRN (minimal-resource-usage-runner).change any linux to paas and free paas program built up on linux kernel
mini-runner or MRN or minimal resource usage runner is a tool deployment that i created out of docker's engineering frustration and cloud costs bein…