Where the term shows up In this channel's material, public spirals points to the publicly visible building and launching of Spiral, the AI product discussed in the interview with Danny Aziz (GM of Spiral) and Brandon Gell (head of Every's Studio), hosted by Dan Shipper. The conversation explores how a bootstrapped media company incubates and launches new products with AI — and why a model that many would say shouldn't work is working right now. How to use it When you see the term here, it flags material about taking Spiral from incubation to a public launch: the tactics, decisions, and working model behind that exploration. It sits inside the broader exploration of building AI products and startups, alongside examples ranging from solo builders shipping in weekends to founders who raised $20M or bootstrapped to half a million users. - public spirals refers to Spiral being built and launched in public, not to a separate product or technique. - The primary source is the interview with Danny Aziz and Brandon Gell on incubating and launching AI products. - It connects to the channel's wider material on building sticky AI applications and wrappers at different stages.