The trick to enterprise AI agents isn't going fully agentic. It's knowing when a task needs an agent's flexibility and when it needs a workflow that runs the same way every time. Kevin Coleman of @RavennaHQ, with @grinich, at AIE World's Fair.
- .@traversal_ai has run closed-loop "self-driving production" internally all year: the AI diagnoses the incident, opens the fix, and checks its own PR before a human reviews. We caught up with Eric Schwartz at the AI Engineer World's Fair to see how it works.
- Token maximization defined the last 12 months of AI spend. We caught up with @remyguercio, from @Tailscale, at AI Engineer World's Fair 2026 and he says ROI maximization is next, and warns against the instinct to consolidate onto one AI provider.
