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Automate your agent development lifecycle using any coding agent
Google describes using the Agents CLI to automate the entire development lifecycle of production-ready AI agents within a coding assistant. The process integrates setup, building, deployment, governance, evaluation, and publishing into one workflow.
Why it matters
Developers can move from prototypes to secure production services faster by eliminating the need to switch between multiple tools and consoles. This reduces friction in creating enterprise-grade AI agents.
The details
- ADK allows developers to create deterministic tools that fetch and reconcile data.
- Model Armor protects agents against prompt injection and jailbreak attempts.
- Memory Bank enables agents to remember user preferences and watch-lists across sessions.
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In this article
Key connections
Google provides the Agent Development Kit (ADK).
Google owns Developer Knowledge MCP
Google provides Developer Knowledge MCP for accessing platform documentation.
Google owns Agents CLI
Google owns and operates Agents CLI.
Google owns Memory Bank
Google provides Memory Bank for persistent agent session memory.
Gemini Enterprise Agent Platform is related to Agents CLI
Agents CLI automates the development lifecycle on Gemini Enterprise Agent Platform.
Gemini Enterprise Agent Platform is related to ADK
ADK is used for building agents for Gemini Enterprise Agent Platform.
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Developer Knowledge MCP is built with Model Context Protocol
Developer Knowledge MCP is built using the Model Context Protocol.
Model Armor uses Prompt Injection
Model Armor uses prompt injection defense filtering to secure model interactions.
Gemini Enterprise Agent Platform is related to Agent Runtime
Agent Runtime hosts deployed agents on Gemini Enterprise Agent Platform.
Gemini Enterprise Agent Platform is related to Memory Bank
Memory Bank provides cross-session memory for agents on Gemini Enterprise Agent Platform.
Gemini Enterprise Agent Platform is related to Model Armor
Model Armor secures agents on Gemini Enterprise Agent Platform.
Gemini Enterprise Agent Platform is related to Agent Gateway
Agent Gateway governs agent network egress on Gemini Enterprise Agent Platform.
Gemini Enterprise Agent Platform is related to Agent Registry
Agent Registry registers agents deployed on Gemini Enterprise Agent Platform.
Gemini Enterprise Agent Platform is related to Gemini Enterprise
Gemini Enterprise Agent Platform allows publishing agents to Gemini Enterprise applications.
Google owns Model Armor
Google offers Model Armor for content security.
Google owns Agent Gateway
Google provides Agent Gateway to proxy traffic and enforce security policies.
Google owns Agent Runtime
Google provides Agent Runtime for agent development and deployment.
Google owns Agent Registry
Google provides Agent Registry to manage approved agents, skills, and tools.
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