Tag: Agents

ADK Agents AI Typescript Dec. 22, 2025

Introducing Agent Development Kit for TypeScript: Build AI Agents with the Power of a Code-First Approach - Introducing the Agent Development Kit (ADK) for TypeScript, an open-source framework for building complex, multi-agent AI systems with a code-first approach. Developers can define agent logic in TypeScript, applying traditional software development best practices (version control, testing). ADK offers end-to-end type safety, modularity, and deployment-agnostic functionality, leveraging the familiar TypeScript/JavaScript ecosystem.

Agents AI Gemini Generative AI Dec. 22, 2025

Real-World Agent Examples with Gemini 3 - Gemini 3 is powering the next generation of reliable, production-ready AI agents. This post highlights 6 open-source framework collaborations (ADK, Agno, Browser Use, Eigent, Letta, mem0), demonstrating practical agentic workflows for tasks like deep search, multi-agent systems, browser and enterprise automation, and stateful agents with advanced memory. Clone the examples and start building today.

Agents Data Analytics GCP Experience Official Blog Partners Dec. 15, 2025

How we built a multi-agent system for superior business forecasting - Using distinct data and prediction agents from App Orchid and Google Cloud, the team was able to create a unified business forecasting agent.

Agents AI Official Blog Dec. 15, 2025

AI agents are here. Is your infrastructure ready? - IDC claims that the gap between the theoretical performance of an AI stack and its actual performance is driving a TCO crisis for infrastructure.

Agents Official Blog Dec. 15, 2025

Agent Factory Recap: Building with Gemini 3, AI Studio, Antigravity, and Nano Banana - Recap the Agent Factory podcast episode dissecting Google's AI releases: Gemini 3, Antigravity IDE, and Nano Banana Pro. Learn about AI-native coding, agent development, and DeepMind's evolutionary path for Gemini.

Agents Data Analytics Official Blog Streaming Dec. 15, 2025

Recognizing real-time data innovations for the agentic era - Learn about recent innovations to Data Cloud’s data integration and streaming capabilities resulting in recognition in Gartner and Forrester reports.

Agents Official Blog Public Sector Dec. 8, 2025

The agentic era is here: 300+ AI agents built in one day at Google Public Sector Summit to accelerate impact and advance missions - See how government leaders built 300+ AI agent prototypes at the Google Public Sector Summit. Discover the impact of the #100DaysOfAgents campaign today.

Agents Firebase Dec. 8, 2025

Securing AI agents and tool calls - This article addresses how to secure AI agents against prompt injection attacks, which can lead to unauthorized data access when agents call tools.

Agents Dec. 1, 2025

Being a (context) Control Freak: 4 optimizations that made my ADK agent 2.7x faster - Managing context and state to improve agent runtime.

Agents Official Blog Nov. 24, 2025

A methodical approach to agent evaluation: Building a robust quality gate - Learn this structured framework to help you build a robust, tailored agent evaluation strategy so you can trust that your agent can move from a proof-of-concept (POC) to production.

Agents Official Blog Nov. 24, 2025

Four agentic workflows you can build for life sciences for R&D - Deep dive into four agents you can build for life sciences for research and development (R&D). Get started with Google Cloud today, including Vertex AI, Vertex AI Agent Engine, and Vertex AI Search.

ADK Agents AI Nov. 17, 2025

Building a Multi-Agent ADK/A2A Malware Analysis Agent: For Fun and Profit - Written together with my friend and colleague Eran Tal, who has architected the entire system and built the code!

Agents Official Blog Startups Nov. 17, 2025

Technical guide: Four steps for startups to build multi-agent systems - In this post, we’ll show you a systematic, operations-driven roadmap for navigating this new landscape, using one of our projects to provide concrete examples for the concepts laid out in the official startups technical guide: AI agents.

Agents Google Kubernetes Engine Official Blog Nov. 17, 2025

Introducing Agent Sandbox: Strong guardrails for agentic AI on Kubernetes and GKE - Agent Sandbox is a new Kubernetes primitive designed specifically for agent code execution and computer use.

ADK Agents Nov. 17, 2025

Building PocketGuide: A Multi-Agent Platform for Personalized Audio Tours - Built for the Google Cloud Run AI Agents Hackathon. Runs entirely on serverless infrastructure.

ADK Agents Official Blog Nov. 10, 2025

ADK architecture: When to use sub-agents versus agents as tools - As you build sophisticated multi-agent AI systems with the Agent Development Kit (ADK), a key architectural decision involves choosing between a sub-agent and an agent as a tool. This choice fundamentally impacts your system's design, how well it scales, and its efficiency.

Agents Official Blog Nov. 3, 2025

Agent Factory Recap: AI Agents for Data Engineering and Data Science - Explore the latest in AI agents for data engineering and data science with The Agent Factory podcast recap. Discover Gemini API's Computer Use Model, CodeMender for code security, and practical demos of BigQuery and Data Science Agents. Learn how AI transforms data workflows and content creation.

Agents Official Blog Nov. 3, 2025

Introducing an agentic commerce solution for merchants from PayPal and Google Cloud - The PayPall agent will allow merchants to rapidly deploy agentic commerce experiences directly on their own digital surfaces with full control over look and customer relations.

Agents Official Blog Nov. 3, 2025

Talking shop: 7 ways conversational AI agents open up possibilities for designers and developers - Conversational AI is a significant leap in online search and shopping, moving towards more natural, personalized, and efficient interactions.

ADK Agents Gemini Vertex AI Nov. 3, 2025

From Local Agents to Global Adventures: Designing a Travel Planner with Google ADK and A2A - The article discusses using Google's ADK and A2A to build a travel planner with interconnected AI agents that can run locally or in the cloud. It explores decoupling agents and exposing them as A2A Remote agents, using AgentCards to define agent capabilities, and implementing A2A for cross-framework communication.

Agents Official Blog reCAPTCHA Nov. 3, 2025

Enabling a safe agentic web with reCAPTCHA - At Google Cloud, we believe preventing fraud and abuse in the agentic web should fundamentally result in a simpler customer experience. Here’s how we’re doing it.

Agents AI Gemini Oct. 27, 2025

Build a Custom Connector for Gemini Enterprise - How to integrate any system into Gemini Enterprise using a Custom Connector.

ADK Agents Official Blog Oct. 27, 2025

Agent Factory Recap: A Deep Dive into Agent Evaluation, Practical Tooling, and Multi-Agent Systems - Learn how to effectively evaluate AI agents with a full-stack approach, covering key metrics, measurement methods, and a 5-step evaluation loop using the Agent Development Kit (ADK) and Vertex AI. Discover strategies for single and multi-agent systems, synthetic data generation, and future challenges in agent evaluation.

Agents Cloud Marketplace Official Blog Partners Oct. 20, 2025

Scaling AI agents with Google Cloud Marketplace and Gemini Enterprise - Discover the Google Cloud AI Agent Marketplace, featuring a rich ecosystem of partners and AI agents integrated with Gemini Enterprise.

Agents Cloud Trace LLM Vertex AI Oct. 20, 2025

Tracing Your AI Agents for Better Observability: A Guide with Agent Engine - This guide explains how to use tracing with Agent Engine on Vertex AI to understand AI agent decision-making. It covers key concepts like traces, spans, and attributes, and demonstrates how to enable tracing, analyze data with the Cloud Trace SDK and pandas, and clean up resources.

Agents Oct. 20, 2025

From Local Triumph to Cloud Failure — And the Fix: Build a Reliable Portfolio Chatbot with RAG + Vertex AI - A builder’s journey through hard lessons and production failures — complete with actionable fixes, architectures, and a working live demo.

Agents Machine Learning Oct. 13, 2025

Tutorial Series : Integrating AI Agents with Google Cloud - The article explores the shift towards AI-driven interaction in Google Cloud management, where AI agents simplify complex tasks by translating natural language into cloud operations.

ADK Agents AI Oct. 13, 2025

Agents That Prove, Not Guess: A Multi-Agent Code Review System - The article introduces a multi-agent code review system built with Google's Agent Development Kit (ADK), showcasing its advantages over single-pass LLM code generation.

Agents Machine Learning Vertex AI Oct. 13, 2025

Stop the Amnesia: Vertex AI Memory Bank is the key to stateful AI agents - Vertex AI Memory Bank is Google Cloud's solution for equipping AI agents with long-term memory, enabling them to remember key information across conversations.

Agents Official Blog Startups Oct. 13, 2025

Want to get building production-ready AI agents? Here’s where startups should start. - Google Cloud's “Startup technical guide: AI agents” has loads of practical tips and step-by-step advice for creating safe, effective agentic AI.

Agents Event Official Blog Oct. 6, 2025

Accelerate AI with Agents: Event Series for Developers in EMEA - Learn about Google Cloud's "Accelerate AI with Agents" event series in EMEA. Dive deep into AI, agents, and cloud computing with hands-on labs and networking opportunities for developers and tech enthusiasts. Discover events near you and register today to innovate with Google Cloud.

ADK Agents AI Oct. 6, 2025

Responsible Agents: A Phased Approach on Google Cloud - The article emphasizes the importance of building responsible AI agents on Google Cloud through a phased approach, highlighting considerations for each stage of the agent development lifecycle, including design, development, evaluation, deployment, and operation.

Agents Official Blog Oct. 6, 2025

Agent Factory Recap: Can you do my shopping? - Learn about the Agent Payment Protocol (AP2), a new open standard from Google designed to build trust in AI agent commerce. Discover how AP2 tackles the "Crisis of Trust" by enabling secure, verifiable transactions for AI agents, featuring a role-based ecosystem and verifiable credentials.

Agents AI GCP Experience Official Blog Sept. 29, 2025

Deutsche Bank delivers AI-powered financial research with DB Lumina - DB Lumina is an AI-powered research agent that helps automate data analysis, streamline workflows, and deliver more accurate and timely insights securely and in a compliant manner.

ADK Agents Gemini Sept. 29, 2025

Give Your AI Agents Deep Understanding — Coding the Multi-Agent ADK Solution - Coding the ADK agents; Jupyter notebook for experimentation; ADK Web UI for testing, debugging and tracing; ADK tips and tricks.

Agents Official Blog Sept. 22, 2025

Powering AI commerce with the new Agent Payments Protocol (AP2) - Learn more about the Agent Payments Protocol (AP2), an open protocol that builds on A2A, Agent to Agent Protocol. AP2 was developed by Google with leading payments and technology companies to securely initiate and transact agent-led payments across platforms.

Agents Generative AI Official Blog Sept. 22, 2025

How Mr. Cooper assembled a team of AI agents to handle complex mortgage questions - Just as we prioritize hiring great teams, Mr. Cooper discovered how important it is to put together the right group of agents to effectively meet the needs of consumers and employees.

Agents Official Blog Vertex AI Sept. 15, 2025

Deliver intuitive shopping experiences with Conversational Commerce agent - Conversational Commerce agent turns e-commerce challenges into opportunities through a more intuitive shopping experience. Get started today on Vertex AI.

Agents Event Official Blog Sept. 15, 2025

Introducing the Agentic SOC Workshops for security professionals - As we build our agentic vision, we’re also excited to invite you to the first Agentic SOC Workshop, a free, half-day event series.

ADK Agents AI Sept. 1, 2025

An Open Book: Evaluating AI Agents with ADK - The article discusses how to evaluate AI agents, which are non-deterministic, using the Agent Development Kit (ADK). It explains how to test an agent's behavior on a sliding scale by defining test cases with expected results and comparing the agent's actual output against those expectations.

ADK Agents Official Blog Aug. 18, 2025

How to build a deep research agent for lead generation using Google's ADK - This guide details the architecture of a deep research agent, built using the Agent Development Kit (ADK). Get started with Google ADK today.

Agents AI Event Official Blog Aug. 11, 2025

Your epic quest awaits: Conquer the Agentverse - Conquer the Agentverse: Join Google Cloud Labs' live-action quest to master AI agent development, architecture, data engineering, and SRE. Learn to build, manage, and scale secure, collaborative AI systems in a hands-on, gamified mission. Register for an event near you.

Agents Data Analytics Databases Generative AI Official Blog Aug. 11, 2025

Redefining enterprise data with agents and AI-native foundations - Google’s Data Cloud has new data agents, a suite of agent APIs, tools, and protocols, and tech to unify data and embed AI-driven reasoning.

Agents Official Blog Aug. 4, 2025

Announcing a complete developer toolkit for scaling A2A agents on Google Cloud - Google Cloud tools help developers build, deploy, and sell collaborative Agent2Agent (A2A) systems that solve complex problems seamlessly.

Agents AI Aug. 4, 2025

Is Your AI Agent Using the Right Tools for the Job? - Understanding the trade-offs in security, performance, and control for your agent’s toolkit.

ADK Agents Gemini Aug. 4, 2025

Building Agentic Applications with Google’s ADK: A Hands-On SQL Agent Example - Not just prompts — agentic development lets you build systems that think, act, and adapt.