
Image generation cost: what you're actually paying for, per output
Marta KowalczykPer-image credits, monthly plans, tokens, and self-hosting — the four ways vendors charge, and how to read them without a calculator.
Tools reviews individual AI products: writing assistants, transcription services, coding helpers, image generators, meeting summarizers and document search. Every test uses a fixed task, repeated runs and recorded timings, with model versions noted. Written for people paying monthly who want evidence before renewing.
Assistants, transcribers, image and coding tools run on repeatable tasks with time and error.

Per-image credits, monthly plans, tokens, and self-hosting — the four ways vendors charge, and how to read them without a calculator.

UH Maui College's October 21 session pairs the pitch for autonomous AI agents with the security guidance most vendor demos skip.

The company's new agentic AI push is less about clever demos and more about consolidating the stack MSPs manage — and the fine print says the payoff is still unproven.

A plain-language glossary that pairs each common hand tool with the job it actually does, so you can shop a hardware aisle and follow a repair conversation without guessing.

Chest, wall, or bag? The right answer depends on your garage size, your budget, and how often you actually reach for each tool.

Audio quality, accents, and jargon matter more than the brand name on the box — here is how to judge a transcript before you trust it.