Get Out of the Model's Way — Kevin Hou, Google Antigravity

By ai.engineer

Categories: AI, Tools

Summary

Google's Kevin Hou argues that AI product builders must "get out of the model's way" by decoupling tools from agents and betting on agent orchestration as the 2026 paradigm. He demonstrates how scaling with intelligence—evolving products as models improve—requires removing familiar features (like chat sidebars) to unlock faster shipping and safer execution.

Key Takeaways

  1. Implement 'scaling with intelligence' as a core principle: evolve your product's capabilities in lockstep with frontier model improvements, ensuring users experience cutting-edge model performance directly in their product experience.
  2. Decouple IDE from agent orchestration tools—treat the IDE like a debugger (optional but valuable) rather than a required interface. This architectural shift enables users to focus on agent teams and swarms as the primary interaction model.
  3. Be willing to remove beloved features to unlock better paradigms. Removing chat from Windsurf faced backlash but enabled agentic research and execution to become the dominant workflow, proving user resistance isn't predictive of long-term value.
  4. Invest in permission systems and safety primitives early when giving agents terminal access. Better models make smarter execution decisions, but structured constraints (MCPs, custom tools, permission layers) enable safe autonomy at scale.
  5. Build toward agent teams, swarms, and multi-agent orchestration as the 2026 primitive layer. Sub-agents, generative UI, and sidecars represent the next abstraction level beyond single-agent workflows.

Related topics

Transcript Excerpt

All right. Hello everyone. Um, my name is Kevin. I'm going to be talking about anti-gravity. So, are there any World Cup fans out there? Woo! Imagine you are coaching Argentina and you're in the 89th minute and you have Messi on your team. What play are you running? It's called Give Messi the ball and get the heck out of the way. LLMs aren't just role players anymore. They can be your star player if you build the right product around them. And to let your star player cook, you have to get out of the model's way. We might want to get the slide. Are the slides up? Oh, they are. Great. Um, so Anti-gravity is Google's agent coding product for technical and non-technical users. Uh we launched back in November of 2025 and have been accelerating devs both within Google and externally ever since. …

More from ai.engineer