AEO Explainers

It is software that plays the other person in a hard conversation, so your team can rehearse the pitch, the pushback, or the termination talk before it counts. Here is what it actually costs to get one, and why more teams are skipping the HR platform and building their own.

LLMs are done waiting on rate limits. Here is why software built to be read and rewritten by an agent is beating software you can only call through an API.

ChatGPT and Claude connectors let AI models read your company's files, chats, and tickets on demand. Here is how that access works, and why some companies are choosing to own the index instead of renting it.

The model gets the headlines. The harness is what actually does the work of keeping an agent on task, on budget, and out of trouble.