Blog
Choosing a Professional Identity
After changing direction several times, I settled on AI product engineer and a clearer plan for the work I want to do.
What Are You Really Installing When You Install a Skill?
Agent skills bundle practical capabilities with assumptions about good work. The doctrine behind a skill should be visible before installation.
Spreadsheet vs. Database: When a Growing Business Needs an Internal Tool
Choose whether to keep your spreadsheet, add controls, use a CRM, inventory system, or work-management platform, or build custom software.
Business Process Mapping Examples: One Service Workflow Before and After
See one complete business process mapping example for a service company, from scattered requests and spreadsheet handoffs to one shared job record.
Reliable AI Workflows Are Learned Through Failure
A reliable AI workflow becomes clearer when a failed run reveals which decision, approval, or stop condition came too late.
Stop Reviewing AI Code. Give It Tools to Verify Its Own Work.
The shift from reviewing AI-generated code to giving AI agents the feedback loops they need to catch their own mistakes.
Browser Automation for AI Agents: ChatGPT Chrome vs Playwriter vs Agent-Browser
Compare the ChatGPT Chrome Extension, Playwriter, and Vercel agent-browser for signed-in browser work, scripts, and AI-assisted tasks.