App Development with AI Native Teams

Chris Carella is back on the Optimism Show. He talks about how AI is changing the work that actually makes products people can use. The talk starts with real stories: making a full wireframe in one day, using Cursor to fix and edit code, and running small experiments with AI agents. Then it looks at the bigger idea: teams are doing work faster, job roles are mixing together, and small teams that do many things can move quicker than big groups.

Chris gives simple, helpful advice for people who build products. He says rapid prototyping with AI is a good thing, not a problem. But when tools make work faster, you must keep strong product habits. He explains “agentic engineering” as treating AI helpers like team members you manage. He also says new developer tools can make coding much faster, and sharing your work—chat logs, prompts, and quick p ...