The keynote introduces managed agents in the Gemini API, an Antigravity SDK, Android CLI and skills, Android Bench, and a migration agent for converting apps to native Kotlin. On the web side, Google introduced WebMCP and Chrome DevTools for agents, both aimed at giving browser-based agents structured tools and better verification. The scope is broad: mobile, web, and agent infrastructure are all part of the same story.
Google is clearly trying to make agentic development feel like a normal part of the build process. The most important shift is not one feature, but the combination of tool access, benchmarking, and migration assistance. That makes it easier for teams to justify agent adoption because the platform now includes more of the surrounding workflow.
Developers working in the Google ecosystem should review the Gemini API managed agent flow, the Antigravity SDK, and the Android CLI if they build mobile or web products. Teams building browser agents should pay attention to WebMCP and Chrome DevTools for agents, since those pieces define how Google expects structured agent tooling to work. If you are evaluating Antigravity, start with a narrow task and test whether the agent can safely complete it end to end.
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