Logging Field Guide
How to instrument a service so the people who have to read it later — on call, in an audit, during an incident — can actually find what they need.
Insights and articles
custom software
Development enhanced by AI
The Dashboard Was Telling the Truth
A retail software team's perfectly-coded webhook module kept failing mysteriously every Monday—until they realized their metrics were measuring the wrong things and missing real-world problems.
Your Agent Didn't Get Smarter. Your Workshop Did
Notes from a working developer on why some people's AI agents outperform everyone else's — and how to become one of them.
AI Didn't Replace Anything. It Repriced Everything
Where AI assists, where it co-works — and why the build-versus-buy line in a 10–50 person software company has moved much further than anyone's spreadsheet has.
Why Your Small Business Should Consider Debian or OpenSuse
Discover how Debian and OpenSuse can slash costs and boost security for your small business while reducing ransomware risks through open-source Linux advantages.
Vendor Lock-In: What It Is and How To Avoid It From Day One
Vendor lock-in rarely happens all at once. It accumulates quietly until leaving costs more than staying. Here's what it actually is, how it happens, and how to avoid it before it takes hold.
Article
Why Manufacturing Businesses Outgrow Generic E-Commerce Platforms
A generic e-commerce platform works until your manufacturing business grows past it. Here's why manufacturers consistently hit the same walls — and what a system built around their actual operation looks like.
Off-The-Shelf vs. Custom Software: How To Know Which One You Need
Most businesses default to off-the-shelf software because it feels safer and cheaper. Sometimes that's right. Here's how to know when it isn't — and what the decision actually costs you either way.
AI-Assisted Programming with Claude Code: Getting Started
Discover how to use Claude Code for serious development work—and why quality AI-assisted programming requires investment, realistic expectations, and strategic planning.