Complete entire workflows across apps and files with ChatGPT WorkStart natural voice conversations anytime with GPT-LiveTalk naturally while answers are still comingTrack the latest safety rules for bigger modelsTranslate naturally during calls, meetings, and travelEasily automate multi-step daily tasks at lower costMake Claude easier to deploy through AWSClaude Fable 5 is usable again after the pauseKeep research tools and analysis in one placeKeep research tools in one place and move fasterDelegate more everyday coding work to ClaudeMeasure how well AI agents handle ambiguous biology research judgmentsClaude Sonnet 5 is built for heavier coding and work tasksHP partnership makes enterprise rollout easierTag Claude in Slack to delegate tasks with your whole teamHand Slack tasks to Claude more easilyConfidential AI gets stronger for sensitive workloadsGemini API key management is moving to safer auth keysGoogle Home Speaker makes home control feel naturalClaude expands more easily into Korean businesses and researchComplete entire workflows across apps and files with ChatGPT WorkStart natural voice conversations anytime with GPT-LiveTalk naturally while answers are still comingTrack the latest safety rules for bigger modelsTranslate naturally during calls, meetings, and travelEasily automate multi-step daily tasks at lower costMake Claude easier to deploy through AWSClaude Fable 5 is usable again after the pauseKeep research tools and analysis in one placeKeep research tools in one place and move fasterDelegate more everyday coding work to ClaudeMeasure how well AI agents handle ambiguous biology research judgmentsClaude Sonnet 5 is built for heavier coding and work tasksHP partnership makes enterprise rollout easierTag Claude in Slack to delegate tasks with your whole teamHand Slack tasks to Claude more easilyConfidential AI gets stronger for sensitive workloadsGemini API key management is moving to safer auth keysGoogle Home Speaker makes home control feel naturalClaude expands more easily into Korean businesses and research
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AI summarized from verified sources

Guide: Build pause-and-resume long-running agents with ADK

Agents can safely “sleep” and resume without losing context.

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Key Points

  • 1Design with explicit state management
  • 2Resume with preserved context
  • 3Add eval tests into CI/CD easily

Google published a tutorial for long-running ADK agents that can pause during idle time and resume with the same context. It walks through a concrete onboarding coordinator example. It also shows how to add evaluations to CI/CD to catch state regressions early.

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