AI & I · Wednesday, September 2, 2026
Katie Parrott describes how she transformed into a 'content agency of one' by leveraging AI to manage an overwhelming freelance workload. By focusing on 'context engineering' and providing detailed foundational information, she was able to generate a high volume of content, including blog posts, ebooks, and social media updates, in a short period.
“AI Turned Me Into a Content Agency of One”
“I realized that if I gave the model a really good foundation in terms of, you know, the brand messaging, product specifics, audience specifics of the companies that I was working for. I could shape the AI outputs toward the direction that I wanted.”
“The more I put in that work up front, the easier the process got farther down the line. And that's something that I found with my AI experience overall is just like you invest, at first it feels really effortful and you're spending a lot of time setting the scenes, like getting everything lined up, like in terms of your tools and your integrations and your context documents. But when you have that environment set up, you can just kind of run and like run fast.”