How I Use AI to Turn Messy Notes Into Real Work
I take terrible notes. Half a sentence about a config issue. A screenshot of an error log with no context. A paragraph that made sense at…
Writing
AI Workflows
Practical notes on AI, automation, content sites, and the machinery behind the work.
Practical AI Guardrails for IT Operations
Most people reach for AI guardrails too late—or not at all. They hear "AI" and imagine something that either works like magic or burns the house…
What AI Agents Do Well and Where They Still Need a Leash
I've been running AI agents in production for about two years now. Before that, I spent a decade automating everything that didn't require a judgment call.…
AI Workflows That Actually Work in IT Ops
Most AI content out there is either breathless hype or so generic it couldn't help you troubleshoot a stuck Jenkins job. I've been running IT operations…
Using AI Agents Without Losing Your Mind
Most of the AI agent hype sounds like magic. It's not. I've been running AI agents in my workflow since early 2026, and I've seen them…
How to Use AI Agents at Work Without Losing Control
The pitch sounds simple: let AI handle your repetitive tasks, free up your time for real work. That's the sales line. What they don't tell you…
AI Workflow Examples That Actually Work in IT Operations
Real AI workflow examples for IT operations, without pretending the tools are magic or ready to run without guardrails.
How to Build Your First AI Agent Without Writing Code
A practical way to think about no-code AI agents: small jobs, clear permissions, checkpoints, and boring failure handling.