Building Connected Agents with MCP and A2A | Google Cloud Blog Learn how to build production-ready agentic systems using standard protocols like ADK, MCP, and A2A. Explore hands-on labs to connect your intelligent agents to data sources like BigQuery and CloudSQL...

A single AI agent, no matter how powerful, can't be an expert in everything.

To help you build more sophisticated multi-agent systems, I'm sharing a blog post that introduces new hands-on labs from my colleagues Jack Wotherspoon & Romin Irani. 🧵👇
goo.gle/4jOr2YE

#ProductionReadyAI #AIAgents

In these labs, you'll get hands-on with:

📏 Evaluating Single Prompts with Vertex AI
🔎 Evaluating RAG Systems with Vertex AI
📈 Evaluating Agents with ADK
🤖 Evaluating BigQuery Agents with ADK and GenAI Eval Service

#HandsOnLab #ProductionReadyAI

Production-Ready AI with Google Cloud Learning Path | Google Cloud Blog Learn how to take your AI projects from prototype to production with the Production-Ready AI with Google Cloud Learning Path. This free series covers security, infrastructure, monitoring, and tools li...

Stuck in "AI prototype hell"? 🛑

Moving from a GenAI demo to a real-world app is hard. Google Cloud’s new Production-Ready AI Learning Path is here to fix that.

Free curriculum here: cloud.google.com/blog/topics/...

#ProductionReadyAI #GoogleCloud #Gemini #AI

The labs walk you through three deployment journeys on Google Cloud, covering Agent Engine, Cloud Run, and Google Kubernetes Engine (GKE).

Let me know what you think if you give them a try! 😊 #AIAgents #ProductionReadyAI #HandsOnLab

Production-Ready AI with Google Cloud Learning Path | Google Cloud Blog Learn how to take your AI projects from prototype to production with the Production-Ready AI with Google Cloud Learning Path. This free series covers security, infrastructure, monitoring, and tools li...

And if you want more content to help you get your AI Applications to production, check out the full #ProductionReadyAI learning path here 👉 cloud.google.com/blog/topics/...

🤗

Production-Ready AI with Google Cloud Learning Path | Google Cloud Blog Learn how to take your AI projects from prototype to production with the Production-Ready AI with Google Cloud Learning Path. This free series covers security, infrastructure, monitoring, and tools li...

And if you want more content to help you get your AI Applications to production, check out the full #ProductionReadyAI learning path here 👉 cloud.google.com/blog/topics/...

🤗

Cloud Run or GKE for open models? 🤔

@olivi-eh.dev just released new hands-on labs for deploying Gemma 3. Whether you want serverless simplicity or full platform orchestration, this breaks down the path from local to prod. 😍

#ProductionReadyAI #GenAI #OpenModels #GKE #CloudRun #Gemma

Production-Ready AI with Google Cloud Learning Path | Google Cloud Blog Learn how to take your AI projects from prototype to production with the Production-Ready AI with Google Cloud Learning Path. This free series covers security, infrastructure, monitoring, and tools li...

Building a #GenAI prototype is easy. Turning it into a production-grade system things get tricky.

We’re rolling out a new free #learningPath covering everything from securing #AIApps to building complex #AIAgents.

New modules dropping weekly! 📦
cloud.google.com/blog/topics/...

#ProductionReadyAI

Build Your First ADK Agent Workforce | Google Cloud Blog Discover how to build your first AI agent workforce with Google's open-source Agent Development Kit (ADK). This guide introduces three hands-on labs covering autonomous agents, empowering agents with ...

Struggling with where to start building #AI agents? Here are a set of hands-on labs using the open-source #ADK to help! 🤖

The blog post has the full context and links to all three labs. Hope you find it useful! 🤗

cloud.google.com/blog/topics/...

#GenAI #Gemini #ProductionReadyAI #HandsOnLab

Developing LLM Apps with the Vertex AI SDK  |  Google Codelabs “Get hands-on experience integrating a Large Language Model (LLM) into a simple web application using the Vertex AI SDK.”

And here's a direct link to the lab for those who want to drive right in.

Let me know what you think! 🤗

codelabs.developers.google.com/codelabs/pro...

#GenAI #AI #HandsOnLab #ProductionReadyAI #VertexAI #Gemini @developers.google.com

So you’ve learned about LLM’s, agents, RAG, tools…

But do you know about security, networking, high availability, maintainability, disaster recovery?

No? Then how will your cool AI application be used in a production environment?

#AI #ArtificalIntelligence #GenerativeAI #ProductionReadyAI