~/talk

Supercharge your AI agents: Inside the new ADK integrations ecosystem

Talkat Google Cloud Next '26 · 2026-04-22..04-24· [ai-assisted-development]
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Demo shows a concrete end-to-end pipeline: ADK spins up a multi-agent summarizer+translator in less than two minutes, the Hugging Face → GitHub → Notion “research scout” runs from ~60 lines of code and produces a Notion briefing, and a Daytona + Chroma setup executes code in a safe Daytona sandbox while storing snippets in memory. The ecosystem uses ADK Dev Skills and MCP docs, supports Python/TS/Go/Java, and the demos complete successfully.

AI-written summary · about

  1. 0:00Welcome
  2. 1:00Agent Development Kit
  3. 3:57Beyond Hello World prototypes
  4. 5:50Agents with external integrations
  5. 7:41Coding with ADK Dev Skills
  6. 9:32ADK in IDEs like Antigravity
  7. 13:26Live multi-agent demo
  8. 18:52ADK web interface features
  9. 22:52ADK integrations ecosystem
  10. 26:50Research scout with Hugging Face GitHub Notion
  11. 35:24Workflow automation with Cron
  12. 37:13Plugins versus MCP tools
  13. 40:52Coding agent with Chroma Daytona
  14. 44:47Multi-agent podcast workflow
  15. 48:43Recap of demos and key takeaways
  16. 50:30Q&A on subagents
  17. 54:25Wrapping APIs as tools
  18. 57:37State management at scale
  19. 1:01:15Closing
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