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  • Agent Configuration: Added details on LlmAgent's planner and code_executor attributes, and introduced the declarative Agent Config feature.
  • Tool Confirmation: Included a new section explaining the tool confirmation flow for user verification and structured data input.
  • State Management: Clarified the mechanisms for accessing state in instructions ({key} templating) and the recommended patterns for updating state via output_key, EventActions.state_delta, and context objects.
  • Callbacks: Added a detailed section on Callbacks, explaining their lifecycle points, context objects, and use in controlling execution flow.
  • GKE Code Executor: Added GkeCodeExecutor to the list of built-in tools, describing its use for secure, sandboxed code execution.

@joefernandez joefernandez merged commit a0bdd6b into google:main Oct 31, 2025
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