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

Token Limits & Cost Math

Disclosure: We may earn commissions from affiliate links to tools we review here; this revenue helps us maintain complete editorial independence and honesty while sharing o 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: […]

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

Context Windows: What Writers Need

Disclosure: This article may include affiliate links, meaning we earn a commission at no extra cost to you; this helps support our mission while ensuring we remain independ 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 […]

Brainstorming
Prompt Engineering

Maintaining Voice Across Long Threads

Disclosure: As an independent voice in this thread on maintaining clarity, we may earn commissions from qualifying purchases; this openness ensures you receive honest, unbi 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 […]

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

Prompt Caching to Save Money

Disclosure: This article may contain affiliate links that help support our independent operations, ensuring we remain fully honest and dedicated to helping you save money o 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 […]

Aerial view a woman using a retro typewriter
Prompt Engineering

Building a Prompt Style Guide

Disclosure: This guide on Building a Prompt Style Guide may contain affiliate links, but I only recommend tools I truly love and trust. Your support keeps my content indepe 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, […]