AI Skills Employers Can Assess: A Practical Portfolio Plan
Build evidence of useful AI skills with a focused work sample. Learn to frame tasks, check outputs, interpret data, and explain your decisions.
Work, tools & everyday decisions
Useful answers.
A little less digging.
Practical guides to AI, software, files, and the desk you work at.
Start here · AI and career skills
Which Parts of Your Job Are Exposed to AI? A Practical Task Audit
Understand AI job exposure without scary rankings. Map your tasks, spot realistic automation candidates, and choose one practical next step.
Read the task auditFrom the notebook
How to Test AI at Work With a One-Task Experiment
Try AI on one low-risk work task and measure the full effort, including checking and corrections. A practical experiment with no income promises.
Do You Need a Website to Have Business Email? What You Actually Need
Set up the right plan for business email without buying an unnecessary website package. Compare domains, mail hosting, free plans and renewal costs.
Google Workspace vs Microsoft 365 for One Person: Compare the Cost of Your Actual Work
Choosing Google Workspace or Microsoft 365 for a solo business? Check desktop apps, storage, client files and full-term costs before buying.
Is a Free Booking Page Enough? Calendly and Google Calendar Limits That Matter
Compare free Calendly and Google Calendar booking limits. Check meeting types, calendar conflicts and reminders before paying for scheduling software.
Google Drive vs WeTransfer vs Dropbox Transfer for Free Client Delivery
Compare free Google Drive, WeTransfer and Dropbox Transfer for client files. Check capacity, link expiry and recipient accounts before you send.
What Does Your Home Office Cost to Run? A Simple Electricity Worksheet
Estimate your laptop, monitors and desk-light electricity costs with a clear worksheet, worked example and checks that prevent common calculation mistakes.
Will a USB-C Dock Run Two Monitors? Check These Five Things Before Buying
Check laptop display limits, USB-C video support, Mac compatibility, monitor resolution and charging before buying a dock for two external screens.
Keep Leading Zeros in CSV Files: A Careful Excel and Google Sheets Import Routine
Protect product codes, postal codes and long IDs when importing CSV files into Excel or Google Sheets, with a practical check before editing or exporting.