Cliffinkent

AI tools, tested at work and at home

Hands-on notes for people who need the tool to survive contact with inboxes, calendars, children, clients, and other hostile environments.

test benchhands-on

verdict

Useful, but only after the checks. Put that on a mug.

worked

Faster first draft. Cleaner handoff.

broke

Dates went wobbly. Confidence did not.

uncertainty

Good on this job, this week. Not a universal law. Annoying, but true.

Latest hands-on

ChatGPT Projects for Family Admin

Useful as a holding pen for messy household context. Still too eager to make the mess look more resolved than it is.

verdict

Use it for recurring context. Do not let it become the source of truth.

useful

Keeping school policies, recurring dates, and preferences in one project reduced repeat prompting.

watch

It flattened edge cases into neat summaries unless pushed hard.

new

Recent notes

Opinionopinionevaluation

Most AI Demos Skip the Boring Bit

The impressive part is usually the first draft. The useful part is whether the thing survives checking.

16 Jun 2026Read

Bench notes

One useful email when there is something useful to say.

Tests, guides, templates, and the occasional dry mutter about AI demos.

Useful tests, practical guides, and templates. No motivational weather system.