From Tools to Workflows

You've added AI to your toolkit—but does it vanish the moment you close your editor? If your team's knowledge still lives in people’s heads and scattered docs, are you really working smarter?

It's time to extend AI beyond your editor. And you can do it using the skills you already have! It won’t be instant, and it won’t be magic—but it will change how work flows through your team.

In this talk, we’ll show how externalizing knowledge—code understanding, documentation, and design intent—changes every step of the software lifecycle. Using concrete workflow examples, you’ll see how shared storage lets AI systems support design, implementation, and testing. What if your tools didn’t just help you write code, but actually understood your system alongside you?

What you'll take from this session:

A simple approach to externalizing knowledge AI systems can reuse

Practical examples of workflow-aware AI beyond “coding assistants”

Learn how to shift from personal productivity to system-level leverage

Join us to see how AI-supported workflows actually work in practice. Bring a teammate who cares about scaling impact beyond individual contributors—this is about building leverage together.