Aerial view of a man typing on a retro typewriter
Prompt Engineering

Token Limits & Cost Math

Disclosure: This post contains affiliate links; we may earn a commission at no extra cost to you. If you’ve ever watched a subscription bill hit your card and wondered whether you’re overpaying, or hit a “message too long” error mid-draft, the culprit is the same thing: tokens. Tokens decide both what an AI writing tool […]

Your Meta AI prompts are in a live, public feed
Prompt Engineering

Context Windows: What Writers Need

Disclosure: This post contains affiliate links; we may earn a commission at no extra cost to you. This is for anyone drafting something long enough to worry about it — a novel, a research-heavy report, a multi-chapter guide — and trying to figure out which AI tool will actually hold the whole thing in view […]

Brainstorming
Prompt Engineering

Maintaining Voice Across Long Threads

Disclosure: This post contains affiliate links; we may earn a commission at no extra cost to you. If you’ve noticed an AI co-writer sounding sharp and specific for the first few exchanges of a session, then sliding into generic, hedge-heavy prose forty messages later, you’re not imagining it. Voice drift in long threads is a […]

Emergent AI that controls the world seed funded by DFJ and Norwest
Prompt Engineering

Prompt Caching to Save Money

Disclosure: This post contains affiliate links; we may earn a commission at no extra cost to you. If you’re generating content at volume through an API — batch product descriptions, a custom AI writing tool you built for clients, or a Zapier/Make pipeline that calls GPT-4o or Claude hundreds of times a day — your […]

Aerial view a woman using a retro typewriter
Prompt Engineering

Building a Prompt Style Guide

Disclosure: This post contains affiliate links; we may earn a commission at no extra cost to you. If three people on your team write AI prompts, you get three different “voices” out of the tool — one person’s drafts sound punchy and short, another’s come out formal and padded, and a third keeps getting generic […]