Editorial
Bonus: Native Deployment — Running CartPilot Without Any Proprietary Cloud
Deploy ADK 2 agents completely self-hosted with Docker, Postgres DatabaseSessionService, Caddy HTTPS, Jaeger tracing, and Loki logging.
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Editorial
Bonus: Comparing Total Cost of Ownership Across LLM Providers
Compare production agent TCO side-by-side across Google Gemini, OpenAI GPT, Anthropic Claude, and self-hosted Ollama.
Editorial
Bonus: Tokenization, Cost Strategy & Total Cost of Ownership for ADK Agents
Count tokens pre-flight and model full total cost of ownership (TCO) for production AI agents beyond raw LLM pricing.
Editorial
Bonus: Bring Your Own Model — Any LLM, Cloud or Local, with ADK 2
Run Google ADK 2 agents on any model provider. Integrate OpenAI, Anthropic Claude, Ollama, and local open-source LLMs using LiteLLM.
Editorial
Shipping CartPilot: Deployment & Production Operations
Take Google ADK 2 agents to production. Deploy CartPilot on Google Cloud Run and Vertex AI Agent Runtime with CI/CD and observability.
Editorial
Extending CartPilot with MCP Tools
Connect external microservices and third-party tools to ADK 2 agents using Model Context Protocol (MCP) and McpToolset.