I’m at the AI Engineer World’s Fair in San Francisco, where the vibes are enthusiastic. However, enthusiasm does not mean hype. The content has largely been grounded in pragmatic problem-solving. My sense is that the industry is finally homing in on the "jobs to be done" conversation over model hype — though I could still do without the “maxxing” suffix applied to everything.

To mirror the tone of the conference itself — where raw hype isn't quite as cool as it used to be — the global DEV Community has been providing excellent commentary on the reporting we’ve been publishing. The Daily Context newspaper has been distributed every day at the conference to help attendees stay caught up on broader themes, but it’s also gone out on DEV for thousands of remote developers to read and weigh in on.

To close the feedback loop and elevate the conversation, here are a few standout quotes and themes from the community that caught my eye.

Infinite Code and Shifting Constraints

We talk a lot about AI enabling us to ship infinite code, but our community quickly pointed out that raw volume is a vanity metric. Raju Dandigam cut straight to the core of the issue, noting that: