The AI Agent Challenge results: who built the best fashion AI using ADK and Gemini?

Google Cloud Build with AI Agents
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Agent builders,

We wanted to see what developers could really build with the new Agent Development Kit and Gemini under real-world constraints. So, we ran an experiment: the first Google Cloud AI Agent Bake-Off.

If you want to see how this tech holds up when the pressure is on, this is for you.

The challenge :cook:

We gave four developer teams a straightforward but challenging brief:

  • The tech stack:

The Agent Development Kit (ADK) and Gemini models.

  • The goal:

Build a functional, creative agent to solve a common retail problem.

  • The constraint: A classic hackathon-style deadline.

Architectural patterns & code in action :hammer_and_wrench:

The competition gave us a front row to watch and learn how developers implement real solutions with AI Agents. We saw practical examples of:

  • Multi-agent systems : How they designed agents that delegate tasks and collaborate to solve a larger problem.
  • Bi-directional streaming : A look at an implementation for creating low-latency, truly conversational UIs.
  • Multimodality : Using models for dynamic image and video generation within an application flow.
  • Adaptive recommendations : A look at how they built recommendation engines that respond and adapt in real-time.
  • Voice API integration: A practical approach to wiring up natural language voice commands.

Your next steps :rocket:

  1. Watch the AI Agent Bake-Off: See the full competition and the final solutions in the video above.
  2. :bar_chart: Take the Poll: In your opinion who do you think should be declared the winner?
  • Annie/Suriya
  • Dylan/Luis
  • Ivan/Jigyasa
  • Laxmi/Sam
0 voters
  1. Discuss your takeaways: What architectural choice surprised you? What would you have done differently? Drop your thoughts in the comments below.

-Frank

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