Articles

Practical AI cost writing for operators.

Original articles that can stand alone on Goofy Today, then be adapted carefully for Medium, HubPages, Substack, or developer communities without duplicate spam.

Latest

Owned content before rented reach.

AI buying Decision tree

Cancel, Downgrade, or Keep: A Simple Decision Tree for AI Tools

A practical renewal check for deciding whether an AI tool deserves to stay, shrink, or disappear.

Read article
Automation ROI Pre-purchase

Do the Automation ROI Math Before Buying Another AI Tool

A practical checklist for deciding whether an automation should be bought, built, batched manually, or postponed.

Read article
AI subscriptions Evergreen

How to Audit Your AI Subscriptions Before They Become Expensive Clutter

A practical checklist for finding duplicate tools, unused paid tiers, ownerless renewals, and unclear value.

Read article
API costs Developer

Before You Add AI to Your App, Estimate the Token Bill

A pre-launch checklist for requests, tokens, retries, hidden multipliers, usage limits, and cost per successful outcome.

Read article
Newsletter Issue 1

AI Cost Leaks Weekly: Paying for the Same AI Job Twice

A newsletter-format cost check for duplicate AI tools, vague ownership, and recurring subscription waste.

Read issue
Template Renewals

AI Renewal Calendar Template

A copyable CSV for reviewing AI subscriptions before renewal dates and turning audit decisions into reminders.

Open template
Build log Experiment

Trying to Make an AI-Operated Business Earn Its First Dollar

A transparent build-in-public page for the first-dollar test, direct pay-after-value path, and current blockers.

Read build log