enario for Kubernetes users. Instead of choosing GKE Autopilot *or* GKE Standard, you can now add Autopilot compute classes to a Standard cluster! A captured graphic of a Google Cloud video where Mofi explains that you can add Autopilot compute nodes to a GKE Standard cluster. Community cuts Chat with your billing data? Sure, why not. Here’s a creative agent solution from Aryan. Using a mix of the Agent Development Kit and MCP Toolbox for Databases, the post explains how to ask natural language questions about cloud costs. Build a semantic search system in BigQuery. Sijohn goes deep into the BigQuery vector search experience and shows us how to generate embeddings, create a vector index, and then query with natural language. The potential of the Agent Payment Protocol (AP2). Artem was intrigued by the announcement of AP2, and shares why it could be transformative to online commerce. Learn and grow Build generative AI apps with Genkit. This codelab builds your knowledge and confidence with our open source framework for building great AI apps. Follow along to learn some key features. 2025 DORA Report and the state of AI-assisted software development. Hot off the press, this year’s DORA report is an absolute must-read. 100+ pages of data and analysis that highlight how AI is being adopted, and what successful teams are doing. Build a RAG solution with Agentspace and Vertex AI. I like this new architecture guide that explains the components of an agentic system that responds to user requests. It combines a host of technologies to support data ingestion on one side, and end-user interactions on the other. Gemini CLI and FastMCP integration for faster MCP development. Building Model Context Protocol servers? FastMCP is a great Python library, and now it integrates better with the Gemini CLI. Learn more in this post. Calling all startups building AI agents. Dive deep into the agentic ecosystem with Google Cloud's "Startup technical guide: AI agents". It covers everything from core models like Gemini and Model Garden to building agentic workflows with extensions, functions, and data stores. Learn how to connect AI agents to reality and solve complex problems. Read the guide. One more thing Google AI Pro and Ulta users get higher Gemini CLI limits. Do you subscribe to our Google AI Pro and Ulta services and want special access to the Gemini CLI and Gemini Code Assist? Now you got it. An X post from Ryan about Google AI Pro and Ultra subscribers getting higher usage limits for the Gemini CLI and Gemini Code Assist Follow us on Social media. Add your voice to the conversation and get the latest news, views, and insights. X Google Cloud blog LinkedIn Facebook YouTube GitHub No-cost cloud training 35 credits on Google Cloud Skills Boost. Redeem now Already on Google Cloud? Go to your console Google LLC 1600 Amphitheatre Parkway, Mountain View, CA 94043 This email was sent to pfeifferj@archlinux.ch because you indicated that you want news and program announcements from the Google Cloud Innovators program. If you don't want to receive such emails in the future, please unsubscribe. You can also change your preferences by visiting https://developers.google.com/profile/u/me/my-community and editing your selection under “community email preferences” for Google Cloud Innovators.The overwhelmed person’s guide to Google Cloud: October 9Google Cloud Innovators undefinedpfeifferj@archlinux.ch pfeifferj@archlinux.ch