Wondered what it would look like to have an AI Copilot for Red Team Operator?

I've been tinkering with this idea for a while and built Phantomshift! I just published a breakdown — with a full demo video — showing how it plays out in the Recon phase of a red team mission. Instead of spitting out canned “try sudo -l” advice, the AI stays in your terminal, tracks what you’ve already done, and nudges you toward the next logical move. It’s weirdly fun watching it act more like a sparring partner than a chatbot!

I wrote up the story on my Medium blog if you want to check it out, linked on here.

Curious what you think — where would you want an AI to jump in and save you time during an op?