The systems are the strategy - #9
AI isn’t just changing how we build. It’s changing who builds, when we start, and what we expect from the process.

Something’s shifting.
We’re not just redesigning interfaces. We’re redesigning work itself.
AI is changing what roles look like, what skills matter, and how teams operate. And if you’re still hiring, prototyping, or planning like it’s 2022… you’re about to get left behind.
This issue is about what happens when you start from tasks and workflows instead of legacy job titles. When you build with AI agents instead of just reacting to data. And when you embed AI prototyping across teams instead of siloing innovation.
Inside:
- 🧩 Why breaking down roles into workflows is the secret to future-proofing your team
- 🤖 How Amplitude’s new AI Agents are shifting product teams from reactive to proactive
- 🛠️ The playbook for getting your whole team prototyping with AI and making it stick
The smartest teams aren’t waiting for permission. They’re moving early, fast and with intent.
Let’s get into it 👇
Note: My posting schedule has not been consistent, so I’m getting this out the door now and back to normal posting this Friday!