Blog
Guides, tutorials, and insights for professionals learning AI and code.
Can Claude Set Up Your Jira Service Desk?
Can Claude set up your Jira service desk? It writes the JQL, the board design and the content, but a human still configures. Here is where the line sits.
Build a Handoff File Claude Can Debug From
Build a handoff file that lets Claude Code recover its own broken setup. In a real session it diagnosed two separate faults from its own notes in minutes.
5 Ways Beginners Leak Credentials With AI Tools
Five ways non-developers leak API keys and tokens when they start using AI tools, taken from real sessions, plus the exact checks that prevent each one.
The Pronoun That Made Our Chatbot Lie
A one-word follow-up made our chatbot invent a year that did not exist. The same mechanism later cost a student four figures in a day. Here is why.
When Your Company Blocks Claude Cowork
Your company blocked Claude Cowork or gave you API-only access. What still works, what quietly disappears, and how to pick a path IT will approve.
6 Setup Problems That Stall Every AI Beginner
Six setup problems that stall AI beginners, from 14 logged one-to-one lessons with four working professionals. What really ate the time, and the fixes.
Do You Need a Powerful Computer for AI?
Do you need a powerful computer for AI? To use the tools, no. To train a model, yes. Here is the honest line between them, and the real cutoff.
6 Mistakes Professionals Make with AI Tools
The six mistakes I watch professionals make with AI tools, from trusting confident-but-wrong output to betting a whole week on one model, and the fixes.
Teach Me to Think in the AI Way
A student stopped me mid-lesson: do not build it for me, teach me to think in the AI way. It reframed how I teach, and what is actually worth learning.
Do You Still Need a Coding Tutor in the Age of AI?
Do you still need a coding tutor when AI answers anything? A straight answer by situation: when a tutor beats AI and self-study, and when it does not.
How to Set Up Claude Code on Windows and WSL
Set up Claude Code on Windows using WSL, step by step, including the install error that stops most beginners. Get to your first real session in 45 minutes.
She Feared Claude Code Would Break Everything
Can a non-coder use Claude Code? She was sure one request would break her whole site. The fear came from a different tool entirely, and naming it fixed it.