Tech & Automation
Tutorials, engineering notes and industry insight, from Git to PLCs.
Coaching & Mentoring Engineers
The senior engineer's hardest promotion isn't to staff - it's from being the person with the answers to the person who grows the people who have them.
Measuring Training Effectiveness (ROI)
Most training is measured by accident - attendance, smile sheets, hours delivered. Here is how to prove what learning is actually worth, and why the conservative number wins.
OKRs & Goal-Setting for Teams
Most teams don't lack ambition - they lack a finish line. Here's what changed when mine started writing goals we could actually score.
Leading Remote & Distributed Teams
The hardest part of leading people you never see is unlearning everything the office quietly did for you.
Data Storytelling & Communicating Insights
Your analysis was right. The meeting still ended in "thanks, very interesting." Here is the craft that closes the gap between a correct finding and a changed decision.
Unlock Seamless Automation with ViaSocket — Lifetime Free Access Ends Soon!
A hands-on look at ViaSocket, a no-code automation platform: drag-and-drop workflows, wide app integrations and AI assistance.
Real-Time Streaming Analytics
Streaming isn't batch made fast - it's a different way of thinking about time, completeness, and the cost of being right.
Platform Engineering & Internal Developer Platforms
Platform engineering is not the next layer of infrastructure - it is the moment infrastructure teams finally learned they have customers.
Observability: Logs, Metrics & Traces
Monitoring tells you the building is on fire; observability tells you which wire shorted, in which room, for which tenant - without you having ever predicted that wire.
Full PhotoPrism Setup Guide on Raspberry Pi (or Linux Server)
Step-by-step guide to self-hosting PhotoPrism on a Raspberry Pi or Linux server with Docker, an external drive and auto-start on boot.
Securing Industrial Control Systems: Deep Dive
Defending industrial control systems is not IT security with a hard hat - it is a different discipline where availability and safety outrank everything, and visibility beats patching.
Application Security & the OWASP Top 10
The OWASP Top 10 is not a test to pass once. It is a way of thinking about the software you ship every day.
AI Copilots for Everyday Work
AI copilots are not magic and not a threat -- they are a new kind of tool. Here is how to make one genuinely useful by Monday, without losing your judgment.
Process Mining Fundamentals
Your flowcharts describe the process you wish you had. Your event logs describe the one you actually have - and the gap between them is where every improvement hides.
Machine Vision for Quality Inspection
Why the camera is the easy part, the lighting is the hard part, and the algorithm is almost never where your inspection project actually fails.
IIoT: Sensor-to-Cloud Data Pipelines
Everyone wants the dashboard and the digital twin. Almost nobody wants to talk about the pipes that feed them - which is exactly why so many Industry 4.0 projects stall.
Sustainable & Green Manufacturing with Industry 4.0
Green manufacturing finally has a business case, and the surprise is that the same digital tools you bought for productivity are the ones that deliver it.
Software Design Patterns
Design patterns are a shared vocabulary and a set of proven moves - not a checklist of "good code." Here is how to use them like a senior engineer.
CI/CD for Developers
CI/CD is usually sold as a deployment story. For the people writing the code, it is really a feedback story - and getting the feedback loop right changes how every day feels.
Personal Branding for Consultants
I spent my first two years as a consultant chasing clients. Then I built a brand, and the clients started chasing me. Here is what actually changed.
Building Recurring Revenue (Retainers)
The most stressful part of consulting is not the work. It is wondering where next month's work comes from. Retainers fix that - but only if you design them as an ongoing promise, not a discounted project.
Email Hosting & Deliverability
Email feels free and effortless, but landing in the inbox is now an engineering discipline with three DNS records, a reputation score, and a deadline that already passed.
VPS & Linux Server Administration
Renting a server is cheap and easy. Owning the responsibility that comes with it is the part nobody warns you about, and the part that turns a developer into a sysadmin.
How to Become a Truly "Unremarkable" Developer: The Insider's Guide
Having spent years working with developers, I’ve gathered some priceless "tips" to help you master the art of being an outstandingly bad developer.