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Agent Starter Pack

Agent Starter Pack

Production Agents in Google Cloud in Minutes

Website github.com
Overview

What it is

Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability. - GoogleCloudPlatform/agent-starter-pack

Intent

I need it when

Evaluate and compare agent performance before production deployment

Includes Vertex AI evaluation tools and an interactive playground to test agent behavior, compare outputs, and validate quality before shipping to production.

Set up automated CI/CD pipelines and monitoring for agent deployments

Provides one-command CI/CD setup supporting Google Cloud Build and GitHub Actions, plus built-in monitoring and observability for deployed agents on Cloud Run or Agent Engine.

Migrate existing agents to production infrastructure with minimal code changes

The 'enhance' command adds production-ready deployment and infrastructure to existing agent projects. Code, tests, Terraform, and CI/CD carry over with no rewrites, enabling quick migration to production.

Customize and extend agent templates for specific use cases

Offers modular, extensible templates that developers can customize according to their needs. Supports multiple agent frameworks (ADK, LangGraph, Java ADK) and integrates with Gemini CLI for guided development.

Rapidly deploy production-ready AI agents to Google Cloud without building infrastructure from scratch

Agent Starter Pack provides pre-built templates (ReAct, RAG, multi-agent, Live API) with production-ready infrastructure, CI/CD pipelines, and observability built in. Users can launch agents in minutes using a single command, eliminating weeks of infrastructure work.

Drop

Not a fit when

  • User needs a fully managed, no-code agent platform without infrastructure setup or Terraform knowledge
  • Organization lacks Google Cloud Platform access or cannot deploy to GCP
  • Project requires non-Python agent implementations or does not use Python 3.10+
  • Team needs commercial support and SLAs; product is in maintenance mode with critical fixes only
  • User wants to avoid infrastructure-as-code complexity; ASP requires Terraform and Make for deployment
Commercials

Pricing

Free and open source