$ adk deploy agent_engine --project $GOOGLE_CLOUD_PROJECT --region us-central1 --display_name docs-helper docs_helper
Copying agent source code...
Copying agent source code complete.
Resolving files and dependencies...
Reading agent platform config from ./docs_helper/.agent_engine_config.json
Overriding display_name in agent platform config with docs-helper
Creating ./docs_helper_tmp20261021_213335/agents/docs_helper/requirements.txt...
Using google-adk[a2a]==2.12.0 in requirements
Created ./docs_helper_tmp20261021_213335/agents/docs_helper/requirements.txt
Initializing Agent Platform client...
Agent Platform client initialized with project and region.
Deploying to Agent Platform...
Created a new instance: projects/PROJECT_NUMBER/locations/us-central1/reasoningEngines/60776879614853120
Creating Dockerfile...
Dockerfile created at ./docs_helper_tmp20261021_213335/Dockerfile.
Deployed to Agent Platform: projects/PROJECT_NUMBER/locations/us-central1/reasoningEngines/60776879614853120

🎉 View your deployed agent here:
https://console.cloud.google.com/vertex-ai/agents/agent-engines/locations/us-central1/agent-engines/60776879614853120/playground?project=PROJECT_NUMBER

To make this agent available in Gemini Enterprise, register it by following:
https://docs.cloud.google.com/gemini/enterprise/docs/register-and-manage-an-adk-agent

Cleaning up the temp folder: ./docs_helper_tmp20261021_213335