swyx at AI Engineer: Devin Runs the Conference, 'Agents for Everything Else'
At AI Engineer London, swyx demonstrated that "agents for everything else"—non-coding applications of coding-agent harnesses—is the most under-discussed trend of 2026. The AI Engineer conference itself is the proof case: a 9-person team managing $9M in revenue and scaling to 6,000 San Francisco attendees without adding headcount, using Devin (Cognition) for CMS-as-code schedule management, Figma-to-pixel-perfect website translation, vendor data synchronization, and physical logistics. Non-technical employees prompt Devin with red-line annotations on TLDraw, requiring no instruction manual. Vercel CTO Malte separately reported that 60% of Vercel's dashboard traffic is now agents, not humans.
Why It Matters
Concrete proof that a $9M operation runs on 9 people and one coding agent—not as a demo but as the actual production stack—shifts the "agents for knowledge work" conversation from theoretical to operational.