AI Tools
Practical guides to using AI tools like Claude, ChatGPT, and Copilot.
I Hardly Remember Anything
A student had done nothing between lessons and could not recall the last one. The fix was not more practice. It was a way to retrieve the lesson.
Claude Code Best Practices That Actually Matter
Claude Code best practices from real sessions: scoped skills, the 60% context rule, session handoffs, permission modes, and how to hand Claude an error.
Cursor vs Claude Code: One Tool or Both?
Cursor vs Claude Code, decided by how you actually work. Editor habits, budget, the usage bill nobody warns you about, and when running both is right.
Is Claude Max Worth It? How to Decide in a Week
Is Claude Max worth it? Only if you hit your Pro limit most days with usage credits on. Here is how to work out your own number in one week.
Codex vs Claude Code: Which Fits How You Work?
Codex vs Claude Code, decided by your situation rather than benchmarks. The Windows, AGENTS.md and undo differences that actually change the answer.
Do I Need to Know How to Code to Use AI Tools?
Do I need to know how to code to use AI tools? No. But a harder requirement replaced it, and it is what stalls my students eleven sessions in.
Your AI Is Right 90% of the Time. Your Build Is Not
A student wanted to drop the approval gates because the model is right 90% of the time. Ten decisions later the arithmetic says 35%. Here is the fix.
What Is Codex CLI and When Should You Use It?
Codex CLI is OpenAI's coding agent for your terminal. What it actually does, which models it runs, what it costs, and when to pick it over Claude Code.
5 Things Claude Code Pricing Does Not Tell You
Claude Code pricing is public. The number that decides your bill is not. Five gaps between the published rates and what five models actually cost me.
Load Claude Code Skills Before You Build Anything
Claude Code skills change what it knows before it writes a line. Two students built for weeks without them. Here is how to install and verify them.
Is Claude Code Safe to Use?
Is Claude Code safe to use? Yes, and safer than most. But the tool being safe is not the same as your project being safe. Here is where the line sits.
Cut a Bloated Prompt From 20 Pages to 7
A student cut her production prompt from 20 pages to 7 across four rounds of testing with no drop in output quality. Here is the exact method she used.
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.
5 Marketing Tasks You Can Automate with Claude
Five real marketing tasks you can hand to Claude this week, from the weekly ads audit to win-loss analysis, with the exact prompts my client teams use.
The Professional Who Was Scared of the Terminal
A non-technical marketer froze at his first terminal error. What happened next is why I never let the command line gatekeep someone out of learning AI.
Should Product Managers Learn to Code (or Python)?
Should product managers learn to code, and is Python worth it? A straight answer by situation: read-literacy, SQL, Python, and what each one buys you.
Build a Portfolio Website with Claude Code, No Coding
Never coded? This walkthrough takes you from an empty folder to a live portfolio URL with Claude Code, in one afternoon, with every step shown.
Do You Need to Learn Python in the Age of AI?
Do you need to learn Python now that AI writes code? Yes, but less of it, and for a different reason: reading and judging code matters more than typing it.
6 Ways Claude Cowork Streamlines Your Workweek
Six real jobs I hand Claude Cowork every week, from the file pile to the report you dread, with the exact setup and schedule that makes each one stick.
What the Fable 5 Shutdown Taught Me
In June 2026 the US government had Anthropic pull Claude Fable 5. What a model vanishing overnight taught me about building your week on any one AI tool.
Claude Cowork or Claude Code: Which Do You Need?
What is Claude Cowork, and should you use it instead of Claude Code? Over 90% of Cowork use is not software development. Here is how to pick.
Set Up Claude Cowork and Run Your First Task
A hands-on Claude Cowork tutorial for non-developers: install it, point it at a real folder, run your first task, and put it on a weekly schedule.
What Is a CLAUDE.md File and What Goes In It?
A CLAUDE.md file is the project memory Claude reads every session. Here is what goes in one, how long it should be, and why Anthropic just cut 80%.
Why the $20 AI Coding Tools Era Is Over
The $20 AI coding tools era ended in spring 2026. What changed, why the serious tier is now $30 to $100, and which tier your real workload needs.
Can Claude Transcribe Audio? Yes, With /voice
Yes, through the /voice command in Claude Code. How to set up the mic, when voice beats typing, and the one spoken instruction that fixes messy output.
What Are AI Agents and How Do They Work?
AI agents explained for beginners: the agent loop, tools, memory, and what actually ships in production vs what only works in demos in 2026.
The Sentence I Now Say in Every First AI Session
A product manager arrived with a notebook full of prompt templates and still got weak output. The one reframe I now teach in every first AI session.
Claude Code for Non-Developers: I Built 100 Course Slides
Claude Code for non developers: how I built 100 course slides with zero design skill, the honest token cost, and what kept it from looking like slop.
Composer 2.5 vs Opus 4.7: Which Should You Buy?
Composer 2.5 vs Opus 4.7 vs Codex, compared on benchmarks, price, and real student work. Which one fits how you actually code, updated August 2026.
Claude Code, Cursor, or Copilot: Which Fits You?
Claude Code vs Cursor vs GitHub Copilot, decided by how you actually work. Situation-based verdicts, real pricing, and which one I tell students to buy.
AI Coding Assistant for Beginners: First Setup
Install Claude Code, give it one real Python task, read the diff, run it, and lock its permissions down. A first hands-on session in about 20 minutes.
Best AI Tools for Analysts in 2026 (Honest Comparison)
The AI tools worth your time as a data or business analyst. A decision-level comparison of Claude, ChatGPT, Perplexity, Claude Code, and Cursor. No hype.
Build a Weekly Marketing Report in Python
Turn a messy multi-channel campaign export into a clean weekly summary with pandas. Real marketing data, runnable code, ROAS by channel and a chart.
Can ChatGPT Really Teach Me Python? (An Honest 2026 Answer)
Yes, ChatGPT can teach you Python concepts. No, it cannot replace the whole journey. Here is what it is good for, what it is not, and how to use it.
Claude Code Tutorial for Beginners (2026 Hands-On Guide)
A beginner's tutorial for Claude Code: install, your first session, real workflows, permissions, and when to use it instead of Cursor or ChatGPT.
Prompt Engineering for Professionals (Practical 2026 Guide)
What prompt engineering actually is, what it is not, and the small set of patterns working professionals need. No magic words. Real workflows.
7 Rules for Using ChatGPT at Work Safely
Seven rules for using ChatGPT at work without leaking data or shipping wrong output. What not to paste, which settings to change, and how to verify.
How to Use Claude at Work (Non-Technical Guide for 2026)
A practical guide to using Claude at work. Real workflows for writing, analysis, meetings, and decisions, plus the safe patterns and what to avoid.
Claude vs ChatGPT for Coding: An Honest 2026 Comparison
Which AI is better for coding in 2026? We tested Claude Opus 4.7 and ChatGPT 5.3 across real coding tasks. Here is the honest verdict, by use case.