#515 Issue
Aug. 10, 2026
Tag: Agents
Agents DevOps Aug. 10, 2026Behind the scenes: How we build, test, and scale Google Agent Skills - Discover how Google scales and maintains quality for Agent Skills with standard layouts, automated CI/CD checks, and continuous evals.
Agents Databases Aug. 10, 2026Introducing Database Operations Agents: The future of autonomous database management - A closer look at AI-powered database operations agents for setting up and onboarding AlloyDB, Bigtable, Cloud SQL, Spanner, as well as managing them.
Agents Aug. 10, 2026Scaling agentic AI on Google Cloud: How AppsFlyer built a governed multi-agent platform - AppsFlyer built a scalable, governed multi-agent AI platform on Google Cloud to handle thousands of daily enterprise agents without sacrificing data security. By combining tools like Vertex AI, Cloud Run, BigQuery, and AlloyDB, the platform standardizes agent deployment, enforces strict data governance, and enables seamless collaboration across different teams.
Agents AI MCP Aug. 10, 2026Agent Plugins package your skills, tools, and more - Agent Plugins 1.0.0 is a new, vendor-neutral directory specification—backed by Google, Amazon, Microsoft, and others—for packaging Agent Skills and MCP servers into a single portable unit. By standardizing the manifest (plugin.json) and utilizing a fixed directory layout, it eliminates the need for developers to maintain separate wrappers or configurations to support different AI coding agents and IDEs.
Agents BigQuery Data Analytics Aug. 10, 2026Agentic Future Ready With BigQuery: Continually Improving Price-Performance, Zero Effort - Learn about the latest innovations to help improve BigQuery price-performance with autonomous query processing.
Agents GCP Certification Gemini Enterprise Agent Platform Aug. 10, 2026Your agentic summer: No-cost lessons from Google experts to build and scale agents - Access no cost training through Google Cloud’s Gemini Enterprise Agent Ready (GEAR) program to build in-demand agentic skills.
Agents AI Hypercomputer GPU Aug. 10, 2026Scaling agentic AI: How UiPath built its high-performance GPU platform on AI Hypercomputer - UiPath is helping to pioneer an industry shift toward agentic AI. Learn how they used Google Cloud to build a high-performance GPU platform.
Agents MCP Aug. 10, 2026Standardizing Agent Plugins for Google Data Cloud - Empower your coding agents with standards based, vendor-neutral plug-ins to Google Data Cloud services.
Agents Aug. 3, 2026Production-Grade AI Agents: Moving Beyond Benchmarks to Enterprise Reliability - In last week, we explored how agentic AI is shifting from passive co-pilots to autonomous systems capable of executing complex business….
Agents Open Knowledge Format Paywall Aug. 3, 2026Google Standardized the Markdown Folder - OKF vs AGENTS.md vs llms.txt vs MCP resources — what Google’s new knowledge format actually adds, and what’s just a folder with a logo on….
Agents Apache Iceberg AWS Data Analytics Serverless Spark Aug. 3, 2026The borderless Lakehouse: Bring AWS, Databricks and Snowflake data to your AI agents - The borderless Lakehouse provides secure, bi-directional access via BigQuery and Managed Service for Apache Spark to any Iceberg-compatible engine.
Agents DevOps Looker Aug. 3, 2026Automate data monitoring and root-cause analysis with Looker Agentic Workflows - Learn how Looker users can extend one-time questions to ongoing inquiries for monitoring, using background agents that can surface results in chat.
Agents Google Kubernetes Engine Aug. 3, 2026Do more with less: How GKE can reduce your cost per agent by 75% - Learn how GKE Agent Sandbox can increase agent density up to 3.5x and cut compute costs by 75% without sacrificing performance.
ADK Agents Cloud Run Aug. 3, 2026Eval Is Evil: How to Safely Execute Untrusted AI Code with Cloud Run sandboxes and ADK - This article explores how Google Cloud Run sandboxes provide a secure isolation boundary for safely executing untrusted user input and AI-generated code. It demonstrates how to implement this programmatically to prevent malicious data exfiltration and highlights its seamless integration as a code execution tool within the Agent Development Kit.
Agents Cloud Functions Cloud Run FinOps Aug. 3, 2026Finally — Hard Caps to Limit Your Google Cloud Spend - No more $10k surprise cloud bills! Google Cloud introduces native Cloud Spend Caps to hard-stop spend before your wallet takes a hit.
Agents AI Genkit Go Aug. 3, 2026Enable on-demand expertise with Agent Skills in Genkit Go - To prevent context window bloat and reduce token consumption, Genkit Go introduces Agent Skills based on a progressive disclosure architecture. Developers can package specialized instructions, scripts, and references into modular SKILL.md bundles where only the frontmatter metadata is initially exposed to the agent's system prompt. When a task matches the skill's description, Genkit's middleware dynamically loads the full instruction body and associated assets, ensuring the model accesses precise workflows exactly when needed.
Agents Security Aug. 3, 2026Mastering Agent Runtime Security Controls on Google Cloud Platform (GCP) - This article explores a comprehensive architectural guide for securing enterprise AI Agent Runtimes on Google Cloud Platform, focusing on preventing unauthorized data exfiltration and shadow tool integrations. It details a multi-layered defense model that combines network egress boundaries, VPC Service Controls, and managed organization constraints to govern outbound traffic and third-party connectors.
Agents Aug. 3, 2026Google Cloud Skills Tutorial — Part 5 : Build Your Own Custom Skill - This article provides a comprehensive, step-by-step tutorial on how to build and test a custom Google Cloud Agent Skill for automating workflows like storage cleanup. It walks developers through creating a structured Markdown configuration, setting up test environments, and implementing strict safety gates for AI-driven cloud management. Ultimately, it demonstrates how teams can easily teach cloud agents their specific internal conventions and operational procedures using simple text files.
Agents AI Aug. 3, 2026Google ADK: Architecture and Essential Components
Agents Databases MCP July 27, 2026Don’t Let Your Agent Mess Up Your Database - Securing MCP Tools With URL Parameter Binding.
Agents Data Science LLM Machine Learning July 27, 2026Dynamic Tool Orchestration & Writing - Beyond Fixed Catalogs: How Adaptive AI Agents can write Tools on the Fly, Manage Risk, and Degrade Gracefully.
Agents AI July 27, 2026Google ADK: Introduction to AI Agent Development
Agents Data Analytics Databases Official Blog July 27, 2026Your AI agents are ready. Is your data? - For an effective Agentic Data Cloud, the underlying infrastructure must be optimized to support the load and demands that agents place on your data.
Agents Python July 27, 2026Three ingestion patterns for Agent Retrieval: Lessons from the trenches - This article details how to optimize data ingestion for Google Cloud Agent Retrieval systems by exploring three distinct strategies. It outlines Synchronous API Batching for mid-sized data, Asynchronous GCS Bulk Ingestion for massive datasets, and Event-Driven Real-Time Syncs for immediate updates. By understanding these architectural trade-offs, users can select the most efficient pattern based on their data's volume and velocity, often utilizing hybrid approaches for optimal performance.
Agents Generative AI July 27, 2026Google Cloud Skills Tutorial: The Complete Guide to AI-Powered Cloud Operations - This guide introduces Google Cloud Skills, which are portable instruction sets designed to empower AI coding agents to perform autonomous and secure cloud operations. It details how these skills work, from installation to their underlying anatomy, enabling tasks like security audits, application deployment, and BigQuery pipeline optimization. The series aims to equip users with the knowledge to leverage these AI-powered agents for efficient and accurate cloud management.
Agents July 27, 2026Google Cloud Skills Tutorial — Part 2 : Intermediate Skills in Action - Welcome to the definitive guide on Google Cloud Agent Skills.
Agents AI July 20, 2026Give Your AI Agent a Security Policy in Plain English with Semantic Governance - How to govern an ADK agent’s tool calls with a single sentence on Google’s Gemini Enterprise Agent Platform.
Agents July 20, 2026What 10 autonomous film crews taught us about agent teamwork - As part of an internal Google generative media hackathon (for humans), we put this question to the test – specifically, to uncover whether AI agents could work collaboratively in a domain less innately familiar than software development.
Agents Cloud Run Python Serverless July 13, 2026The Background Task That Froze: A Serverless CPU-Throttling Mystery - This article uncovers a mystery where background tasks on Google Cloud Run freeze or get lost due to CPU throttling that occurs right after a response is sent in request-based allocation mode. The solution involves moving latency-critical work, such as job launching, onto the request path before responding, or switching to instance-based CPU allocation for continuous processing. Understanding this serverless CPU behavior is crucial to prevent silent data loss and ensure timely task execution.
Agents July 13, 2026Cognitive Debt: The Cost AI Doesn’t Show You - The next generation of agentic systems won’t be defined by how much code they generate, but by how much human understanding they preserve.
Agents AI July 13, 2026“Who Presses Send?” — Building an Email Escrow with Google Antigravity SDK - A few weeks ago I was sitting with a client in Frankfurt, walking through a GenAI agent use case for customer support. The agent was good —….
Agents AI Gemini Machine Learning July 13, 2026Gemini Managed Agents Can Now Run in the Background - How to fire a managed agent, disconnect, and reconnect later to collect the result, using the Interactions API.
Agents AI Infrastructure July 13, 2026Report: 83% of organizations need to upgrade their infrastructure to support agentic AI - Highlights from the State of AI Infrastructure report detailing how organizations are rethinking infrastructure to build resilient, fluid foundations.
Agents July 13, 2026Tuning Reciprocal Rank Fusion in Agent Retrieval: A practical guide
Agents July 6, 2026Enterprise Event Driven AI Agents with Google ADK Agents - Modern enterprises are moving rapidly from experimenting with isolated LLM chat widgets to integrating autonomous AI agents directly into….
Agents Cloud Spanner July 6, 2026Supercharging the agentic era with Spanner’s multi-model architecture - Spanner unifies relational, vector, graph, key-value, and full-text search data directly within a single, highly performant database architecture.
Agents BigQuery July 6, 2026Conversational analytics in BigQuery brings trusted agentic reasoning to everyone - Use Conversational Analytics in BigQuery to query data, run analyses, and generate reports using natural language on data in BigQuery and Lakehouse.
ADK Agents July 6, 2026Beyond Static Prompts: Building Scale-Proof, Polymorphic Multi-Agent Systems with Google's ADK - Scale enterprise AI with Google's ADK. Discover a polymorphic multi-agent architecture that solves context bloat and attention diffusion using dynamic, metadata-driven validation.
Agents AI Go Typescript July 6, 2026Build agentic full-stack apps with Genkit - The open-source Genkit framework has introduced the Agents API, a full-stack tool designed to simplify the complex plumbing of conversational AI by packaging message history, tool loops, and streaming into a single interface. The API supports flexible, server- or client-managed state persistence—allowing for advanced workflows like history branching, long-running detached tasks, and multi-agent coordination—while seamlessly connecting backends to frontends via a unified wire protocol. Currently available in preview for TypeScript and Go, it also integrates with the Genkit Developer UI to allow developers to easily test, debug, and inspect agent snapshots without writing client code.
ADK Agents AI July 6, 2026Build reliable multi-agent applications with ADK Go 2.0. Discover our new graph-based workflow engine, built-in human-in-the-loop, and dynamic orchestration - The Agent Development Kit (ADK) for Go 2.0 has been released, introducing a first-class, graph-based workflow engine to help developers compose complex, multi-agent applications. This update adds built-in primitives for human-in-the-loop (HITL) orchestration, dynamic execution using plain Go code, and automated resilience features like exponential backoff retries. By unifying the execution model, both single-agent applications and intricate graphs now run on the same runtime, simplifying telemetry and state persistence.
Agents AI July 6, 2026Driving the Agent Quality Flywheel from Your Coding Agent - Building AI agents often leaves developers uncertain if prompt tweaks to fix single errors will accidentally cause widespread regressions in production. To bridge this gap, Google has introduced a new developer skill for coding agents that automates a five-stage evaluation flywheel: preparing data, running inference, grading with adaptive AutoRaters, analyzing failure clusters, and executing targeted optimizations. Running continuously against production traffic or on-demand via synthetic scenarios, this tool allows developers to describe testing goals in plain language while an independent evaluation service safely validates and counts actual performance improvements.
Agents Gemini June 29, 2026From a Missing Dot to a Working AI Agent: Building (and Debugging) My First ADK Project - A report from my first talk at Google I/O Extended, hosted by GDG Nairobi — and the agent that almost didn’t run.
Agents AI GCP Experience Gemma Official Blog June 29, 2026Open models, global networks: How AT&T and GSMA are accelerating telecom innovation with Gemma - The scale, complexity, and specificity faced by telecom providers means domain-specific models remain the best way to achieve dramatic network and process automation and agentic workflows.
Agents VPC Service Controls June 29, 2026Securing agentic AI with perimeter guardrails: What's new in VPC Service Controls - Designed for agentic workloads, new capabilities in VPC Service Controls can help establish a network-level, destination-based perimeter.
Agents BigQuery Data Science June 29, 2026Architectural Trade-offs in Building Data Foundations for Agentic AI - This article examines the crucial architectural trade-offs when designing data foundations for agentic AI, distinguishing between operational and analytical datastores. It highlights that operational databases, like AlloyDB, are best for real-time, low-latency user interactions requiring immediate consistency, while analytical data warehouses, such as BigQuery, excel at high-throughput historical data scanning for strategic insights. The appropriate choice depends on whether the AI agent supports a user experience loop or an asynchronous analytical process, with critical implications for performance and data consistency.
ADK Agents MCP June 29, 2026Manage Your Entire Google Cloud with AI Agents - How We Built AgenticOps Using Google ADK, MCP Servers & Gemini.
Agents MCP Monitoring June 29, 2026Who Wrote That Query? - Tracing AI Agents from Prompt to Execution with SQLCommenter.
ADK Agents MCP June 29, 2026Building AI Agents with Google Cloud Managed MCP Servers and ADK - Google Cloud now offers managed, remote MCP (Model Context Protocol) servers, standardizing how AI agents connect to Google Cloud services like BigQuery and Cloud Run. This significant shift simplifies AI agent development by providing secure, pre-built integrations, allowing developers to focus solely on agent logic rather than complex infrastructure and custom integrations.
Agents AI June 22, 2026Your Agent Demo Works. Your Agent Doesn't.
Agents BigQuery GCP Experience Google Kubernetes Engine June 22, 2026Architecting a trusted agentic platform with graph technologies: A Yahoo case study - Using Google graph technologies, Yahoo's Seller Agent platform is a model for other industries striving to build a trusted agentic system of action.
Agents Antigravity June 22, 2026Agent Factory Recap: 100X engineering with AI agents in Google Antigravity 2.0 - Achieve 100X engineering with AI agents in Google Antigravity 2.0. Learn to scale impact, build skills, and automate workflows on this agent-first platform.
Agents AI June 22, 2026Announcing the Agentic Resource Discovery specification - Google Cloud has introduced the Agentic Resource Discovery (ARD) specification, an open standard to enable AI agents to seamlessly find, verify, and securely connect with tools and capabilities across different organizations. This initiative aims to democratize AI resource discovery by providing a standardized layer for publishing and indexing agentic assets, fostering a more interoperable and scalable ecosystem.
Agents BigQuery Data Agent Kit June 22, 2026What’s new in data agents: Supercharging your AI workflows - Learn about new data agents and tools for business analysts, data scientists, and database admins to integrate with the Agentic Data Cloud.
Agents AI Business June 22, 2026From AI potential to agentic reality: Driving the UK’s next chapter - Organizations like HSBC, Ineffable Intelligence, Starling, Vodafone, and the UK and local governments are showcasing their transformation with Google Cloud at the London Summit.
Agents Open Knowledge Format June 22, 2026Open Knowledge Format — portable digital map of your data as code - The Open Knowledge Format (OKF) is a proposed open standard for representing data as code, designed to create a portable digital map of information and address the challenge of scattered knowledge for AI agents. This article details OKF's minimal yet powerful approach to standardizing data descriptions.
Agents Antigravity MCP June 15, 2026Building with the Developer Knowledge API and Antigravity CLI - Enabling The Developer API support with MCP to streamline Google Cloud Development.
Agents Data Analytics Looker Official Blog June 15, 2026Transform dashboards into interactive data experiences with Looker agents - Looker dashboard agents are embedded directly within dashboards and allow users to explore business intelligence (BI) data with natural language.
Agents AI IAM June 15, 2026SPIFFE: Why Google’s New Agent Identity is the Future of AI Security - Google Cloud's new Agent Identity service tackles the security challenges of autonomous AI agents by ensuring their traceability and auditability. This service utilizes the open-source SPIFFE standard, providing each agent with a unique cryptographic identity through mutual TLS and token binding. By integrating this into its platform, Google Cloud offers enhanced security, granular auditing, and eliminates the need for hardcoded keys for AI agents.
Agents June 8, 2026Build an AI Helper in 5 Minutes: An Easy Guide to Google Cloud’s Agent Designer - Imagine you could hire an assistant for every repetitive task on your plate. Now imagine you don’t need to write a single line of code to….
Agents June 8, 2026I Built a Multi-Agent Content Ops System with Google ADK 2.0 - The Problem: Single-Agent AI Hits a Ceiling Fast.
ADK Agents AI Python Tutorial June 8, 2026google-adk 2.0 Is Now Stable: Workflow Runtimes, Breaking Changes, and How to Migrate
Agents AI June 8, 2026Deploying Hermes AI Agent and WebUI on GCP: A Step-by-Step Hands-On Guide - This guide provides a step-by-step walkthrough for deploying the Hermes AI Agent and its WebUI on Google Cloud Platform (GCP), using a cost-effective VM and Chrome Remote Desktop for remote GUI access. It details the setup process, enabling users to explore autonomous AI agentic workflows in a cloud environment and observe the agent's actions in real-time.
Agents Gemini MCP June 8, 2026Getting Started with BYO-MCP in Gemini Enterprise: Building a No-Code Google Expert Q&A Agent - This article provides a practical guide on leveraging Gemini Enterprise's Bring-Your-Own MCP (BYO-MCP) feature to build a no-code Google Expert Q&A agent. It demonstrates how to connect an MCP server as a data store, enabling an AI assistant to answer questions about Google developer products grounded in official documentation. The process, achieved entirely through configuration and natural-language prompts, results in an agent that can provide authoritative, cited responses.
Agents LLM June 1, 2026Agents Are Now Files - Google’s new Managed Agents API isn’t the interesting part. The fact that you define an agent in two markdown files is.
Agents MCP June 1, 2026Securing AI agents with MCP Authorization - Toolbox’s new MCP auth enables zero-trust security for AI agents by gating database tools behind standard OAuth2 providers.
Agents Looker Security June 1, 2026Seamless AI-to-Data Integration: Using MCP Toolbox and PRM for Looker OAuth - Securely connect AI agents to Looker data using MCP Toolbox and OAuth PRM for standardized, per-user authentication.
ADK Agents June 1, 2026The Real Google AI Architecture Decision Is the Boundary - Choosing among Gemini, Conversational Agents, ADK, Agent Runtime, Genkit, and custom orchestration is, a decision about ownership.
Agent Executor Agents Official Blog May 25, 2026Introducing Agent Executor, Google’s distributed Agent Runtime - Today, we’re introducing Agent Executor, Google’s open-source runtime standard for agent execution, resumption, and distributed deployment.
Agents Antigravity Official Blog May 25, 2026What Google I/O '26 means for developing agents on Google Cloud - Following the evolution of Vertex AI into the Gemini Enterprise Agent Platform, we’re extending these capabilities directly into your local development tools. We’ll show you how Agent Platform and the new developer tools shared at I/O fit together.
Agents AI Official Blog Partners SAP May 18, 2026SAP SAPPHIRE 2026: Google Cloud unveils unified agentic vision and massive compute scaling - To help enterprises shift to predictive, real-time intelligence, SAP and Google Cloud delivered a Unified Data Foundation and new machine instances.
Agents Generative AI LLM Official Blog Security May 18, 2026Beyond source code: The files AI coding agents trust — and attackers exploit - As AI coding agents become embedded in developer workflows, defenders must rethink how to protect against malicious files. Here’s what you need to know.
Agents Gemini Official Blog May 18, 2026Gemini Live Agent Challenge: Announcing the winners and highlights - Announcing the winners and highlights of the Gemini Live Agent Challenge. These winning teams combined technical precision with bold imagination, completely redefining how users can interact with and experience agents.
ADK Agents AI May 18, 2026Build Long-running AI agents that pause, resume, and never lose context with ADK - Google Cloud's Agent Development Kit (ADK) enables the creation of robust, long-running AI agents that overcome the limitations of stateless chatbots for complex enterprise workflows.
Agents Gemini Enterprise Agent Platform May 18, 2026Tutorial Series : Gemini Enterprise Agent Platform — Part 5 : Observability and Evaluation - This article, part of a series on the Gemini Enterprise Agent Platform, focuses on optimizing generative AI agents through comprehensive observability and evaluation.
Agents MCP May 11, 2026Building Production AI Agents with Google Cloud ADK + Claude [30-min Workshop]
Agents AI MCP May 11, 2026Architect A Personalized Multi-Agent System with Long-Term Memory
Agents AI Python May 11, 2026Local Testing of a Multi-Agent System with Memory
Agents Gemini Enterprise Agent Platform May 11, 2026Tutorial Series : Gemini Enterprise Agent Platform — Part 1 : Platform Foundations & Your First Agent - In this comprehensive multi-part guide, we will build, deploy, govern and optimize an IT Helpdesk & Asset Management Agent using the Gemini Enterprise Agent Platform.
Agents Gemini Enterprise Agent Platform Official Blog May 11, 2026Five must-have guides to move agents into production with Gemini Enterprise Agent Platform - At Google Cloud Next '26, we introduced Gemini Enterprise Agent Platform to help developers build, deploy, scale, govern, and optimize autonomous AI agents. Here is a look back at our five-part series covering the architecture patterns and best practices you need to move agents into production.
Agents AI May 4, 2026GCP AgentFlow: Building Agentic AI Orchestration on Google Cloud
Agents Python May 4, 2026ADK 2.0 is 👌 - Took some time to deep dive into the ADK 2.0 Beta Release and here are a few of my favorites.
Agents AI Tutorial May 4, 2026GCP in Action: Building a Persistent AI Assistant with GCE, Hermes Agent, and Telegram
Agents AI Tutorial May 4, 2026GCP in Action: Building a Persistent AI Assistant with GCE, Hermes Agent, and Telegram
Agents AI TPU April 27, 2026Agents April 27, 2026Google Finally Answered the Question Nobody Was Asking Out Loud
Agents Official Blog April 27, 2026Level Up Your Agents: Announcing Google's Official Skills Repository - Announcing Google's official Agent Skills repository, launched at Cloud Next 2026. Equip your AI agents with condensed, real-time expertise for Google Cloud products like BigQuery, GKE, and the Gemini API, avoiding context bloat.
Agents Official Blog Partners April 27, 2026Building the Agentic Enterprise with Google Cloud partners and a $750M innovation fund - Announcing for partners a $750 million innovation fund to build and deploy AI agents, early access to Google agents and models, and forward-deployed engineers, and more.
Agents Agents CLI Gemini April 27, 2026Google’s Agents CLI: From Create to Production - Google's new Agents CLI streamlines the entire lifecycle of AI agent development on Google Cloud, providing a single tool for scaffolding, evaluation, infrastructure provisioning, and deployment.
Agents Agents CLI AI April 27, 2026Agents CLI in Agent Platform: create to production in one CLI - Google Cloud has introduced the Agents CLI, a specialized tool designed to bridge the gap between local development and production-grade AI agent deployment. The CLI provides coding assistants with machine-readable access to the full Google Cloud stack, reducing context overload and token waste during the scaffolding process.
A2A ADK Agents April 20, 2026[ADK] Passing Session State to Remote Agents Over Stateless A2A
Agents Cloud Run Official Blog Terraform April 20, 2026Create Expert Content: Deploying a Multi-Agent System with Terraform and Cloud Run - Deploy the "Dev Signal" multi-agent system to Google Cloud Run with Terraform. Set up a production backbone, secure infrastructure, memory bank integration, and telemetry for expert content creation.
Agents Official Blog Partners April 20, 2026Building the agentic future: A spotlight on Google Cloud’s media & entertainment partner ecosystem - Google Cloud believes no studio or broadcaster should have to build the future in isolation. We provide the agentic platform and AI tools to innovate at the speed of ideas.
Agents AI April 20, 2026Build Better AI Agents: 5 Developer Tips from the Agent Bake-Off - The Google Cloud AI Agent Bake-Off highlights a shift from simple prompt engineering to rigorous agentic engineering, emphasizing that production-ready AI requires a modular, multi-agent architecture. The post outlines five key developer tips, including decomposing complex tasks into specialized sub-agents and using deterministic code for execution to prevent probabilistic errors.
ADK Agents BigQuery Cloud Pub/Sub Official Blog April 13, 2026Building Event-Driven Data Agents with BigQuery, Pub/Sub, and ADK - Build real-time, autonomous AI agents to detect and resolve anomalies on Google Cloud. Combine BigQuery continuous queries, Pub/Sub routing, and Vertex AI Agent Engine (ADK) to instantly act on data.
Agents AI Official Blog Public Sector April 13, 2026Accelerating innovation and impact across the public sector - Discover why Gartner named Google a "Company to Beat" for agentic AI. Learn how Gemini for Government scales mission-critical workflows with secure AI.
Agents Official Blog April 13, 2026How to run evals for Conversational Analytics agents - Moving an AI agent from a prototype to a production-ready tool requires rigorous, repeatable testing. Prism is an open-source evaluation tool for Conversational Analytics in the BigQuery UI and API, as well as the Looker API.
Agents Databases Official Blog April 13, 2026Near-100% Accurate Data for your Agent with Comprehensive Context Engineering - Learn why and how comprehensive context engineering ensures your agents are well-equipped to take action with near-100% accuracy.
Agents Official Blog April 13, 2026Create Expert Content: Local Testing of a Multi-Agent System with Memory - Learn how to locally test your multi-agent system, Dev Signal, ensuring its core reasoning and tool logic are properly integrated before cloud deployment. This guide details how to validate the full content creation lifecycle—from discovery to drafting—and confirms successful retrieval of long-term user preferences from the cloud-based Vertex AI memory bank.
ADK Agents April 6, 2026🤖 Comment structurer la mémoire de vos agents avec Google ADK
ADK Agents AI Java April 6, 2026Announcing ADK for Java 1.0.0: Building the Future of AI Agents in Java - Google has released version 1.0.0 of the Agent Development Kit (ADK) for Java, introducing powerful new features like Google Maps grounding, built-in URL fetching, and a standardized Agent2Agent protocol for cross-framework collaboration. The update enhances agent control through a new "App" and "Plugin" architecture, which allows for global logging, automated context window management via event compaction, and "Human-in-the-Loop" workflows for action confirmations. Additionally, the release provides robust session and memory services using Google Cloud integrations like Firestore and Vertex AI to manage long-term state and large data artifacts.
Agents Generative AI MCP March 30, 2026Building a Semantic Intelligence Layer for the AI Data Stack - Combining OpenMetadata and MCP Toolbox to build context-rich, production-ready data agents.
Agents AI Antigravity March 23, 2026My First Experience Creating Antigravity Skills
Agents AI March 23, 2026Why 'Brownfield' Deployments Break Agent Architectures — Lessons from Google
Agents AI DevOps March 23, 2026Vertex AI Agent Tools: Connect Your Agent to APIs with ADK and Terraform 🔌
ADK Agents Cloud Run Official Blog March 23, 2026Build a Multi-Agent System for Expert Content with Google ADK, MCP and Cloud Run - Part 1 - Build "Dev Signal," a multi-agent system using Google ADK, MCP, and Cloud Run. Part 1 covers setting up tools like Reddit discovery, Google Cloud grounding, and a custom image generator.
Agents Official Blog March 23, 2026Building Distributed AI Agents - Elevate your AI integration with the orchestrator pattern. Learn how to build scalable, specialized AI microservices that seamlessly plug into your existing React or Node.js applications, moving beyond monolithic agents for reliable production performance.
Agents AI DevOps March 23, 2026Multi-Agent Systems on GCP: Workflow Patterns with ADK and Terraform 🧠
Agents AI March 23, 2026Developer’s Guide to AI Agent Protocols - This blog post introduces a suite of six protocols, such as MCP and A2A, designed to eliminate custom integration code by standardizing how AI agents access data and communicate.
Agents Official Blog Partners Telecommunications March 9, 2026Scaling the autonomous network: Introducing the Data Steward and Core Network Agents - In partnership with Future Connections, new Autonomous Data Steward and the Core Network VoLTE Agents bring agentic AI to the entire telecom stack.
ADK Agents Official Blog Partners Telecommunications March 9, 2026From network APIs to network AI agents — building the agentic future of connectivity with Nokia - At Mobile World Congress, we announced that we’re integrating Nokia’s Network as Code (NaC) platform with Google Cloud’s optimized agentic AI stack.
Agents Generative AI Official Blog March 2, 2026Give your agentic chatbots a fast and reliable long-term memory - How to use Google Cloud solutions to solve two data challenges in AI: fast context updates for real-time chat, and efficient retrieval for long-term history.
Agents API Apigee Official Blog March 2, 2026Turn your API sprawl into an agent-ready catalog - Sharing ways you can combat API sprawl into an agent-ready catalog and make API specs agent readable using Apigee API hub and API Gateway.
Agents Data Analytics Official Blog March 2, 2026A developer's guide to production-ready AI agents - Our set of five guides offer practical frameworks and code samples anyone can adapt to their own projects to put agents into action now.
Agents Official Blog March 2, 2026From "Vibe Checks" to Continuous Evaluation: Engineering Reliable AI Agents - This article discusses moving beyond subjective "vibe checks" in AI agent development, which are unreliable due to the probabilistic nature of large language models, towards a more rigorous engineering discipline. It introduces Continuous Evaluation (CE) as a framework for building reliable, production-grade AI agents. Leveraging Google Cloud tools like ADK, Vertex AI Gen AI evaluation, and Cloud Run, CE enables automated, data-driven assessment, monitoring, and structured testing to ensure agent reliability and prevent regressions.
ADK Agents AI March 2, 2026Supercharge your AI agents: The New ADK Integrations Ecosystem - Agent Development Kit (ADK) now supports a robust ecosystem of third-party tools and integrations. Connect your agents to GitHub, Notion, Hugging Face, and more to build capable, real-world applications.
Agents AI Feb. 23, 2026Making LawBot, My Autonomous DevRel Clone (Part 1)
ADK Agents Feb. 23, 2026Fundamentals of ADK Learning Path
Agents Data Analytics GCP Experience Official Blog Feb. 23, 2026Unlocking enterprise data to accelerate agentic AI: How Ab Initio does it - Pulling together the data and metadata necessary for effective AI agents requires an effective, reliable multi-cloud platform like Ab Initio’s.
Agents BigQuery Data Analytics Official Blog Feb. 23, 2026Building a conversational agent in BigQuery using the Conversational Analytics API - Use the Conversational Analytics API to build context-aware agents that understand natural language, query BigQuery data, and deliver answers in text, tables, and visual charts.
ADK Agents Gemini Generative AI Feb. 16, 2026The ADK Guide: Tips, Tricks, and Patterns for Production Agents - Architecting Resilient and Scalable agents with some battle tested tips & tricks.
Agents AI DevOps Feb. 16, 2026From Proof of Concept to Production: Building an Enterprise-Grade Platform for AI Systems - This article presents a comprehensive, agent-agnostic reference architecture for deploying enterprise-grade multi-agent AI systems on Google Cloud Platform.
ADK Agents BigQuery Feb. 16, 2026Using GCP Conversational Analytics (BigQuery) from ADK tools - This article explores various methods for integrating Google Cloud's Conversational Analytics for BigQuery with its Agent Development Kit (ADK) tools. It details three techniques: direct ADK BigQuery tool usage, the MCP Toolbox, and the ADK DataAgent tool, which leverages pre-configured DataAgents for consistent natural language data querying. The discussion highlights the advantages of DataAgents for structured interactions and addresses considerations like chained LLM processing.
Agents AI Application Integration Vertex AI Feb. 9, 2026Vertex AI Agents is friends with everyone: How to make your database friends with LLM - This article demonstrates how to integrate Snowflake with a Vertex AI Agent using Google Cloud's Application Integration and Integration Connectors. This setup allows a Gemini-based agent to translate natural language into SQL queries, execute them against Snowflake, and retrieve accurate data, effectively preventing LLM hallucinations.
Agents Official Blog Feb. 9, 2026Agent Factory Recap: Build an AI Workforce with Gemini 3 - Learn to build a powerful AI workforce with Gemini 3, Gemini CLI, and Antigravity. This Agent Factory recap features demos on creating AI employees and automating complex tasks.
Agents MCP Feb. 2, 2026Building Semantic Search into Your AI Agents - Automatic vector generation for agentic tools with MCP Toolbox.
Agents Gemini Jan. 26, 2026MCP Development with Lisp and Gemini CLI
Agents Gemini Official Blog Jan. 26, 2026Agent Factory Recap: Antigravity and Nano Banana Pro with Remik - Agent Factory Recap: Dive into Antigravity & Nano Banana Pro (Gemini 3 Pro Image model) to learn how to build AI agents for code and high-fidelity media.
Agents GCP Experience Official Blog Partners Jan. 18, 2026Palo Alto Networks automates customer intelligence document creation with agentic design - Palo Alto Networks reduces time to create comprehensive customer intelligence documents by leveraging a scalable AI agent on Google Cloud.
Agents AI Jan. 12, 2026Under the Hood: Universal Commerce Protocol (UCP) - The Universal Commerce Protocol (UCP) is a new, open-source standard for agentic commerce, co-developed by Google and industry leaders. It establishes a common, secure language to connect consumer surfaces (like Gemini and AI Mode in Search) with business backends, enabling seamless shopping from product discovery to purchase. UCP simplifies integration for businesses, supports various payment providers, and is designed to power the next generation of conversational commerce experiences.
Agents Dec. 29, 2025Vertex AI Agent Designer in the Google Cloud console — Google ADK (Agent Development Kit) - Vertex AI Agent Designer in the Google Cloud console offers a low-code, visual environment for designing and testing AI agents, including the ability to configure subagents and integrate various tools. Once designed, the visual prototype can be easily transitioned to code using the Agent Development Kit for further development and deployment.
Agents AI Gemini Generative AI Dec. 22, 2025Real-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.
ADK Agents AI Typescript Dec. 22, 2025Introducing 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 Data Analytics GCP Experience Official Blog Partners Dec. 15, 2025How 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, 2025AI 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, 2025Agent 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, 2025Recognizing 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, 2025The 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, 2025Securing 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, 2025Being 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, 2025A 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, 2025Four 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, 2025Building 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, 2025Technical 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, 2025Introducing 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, 2025Building 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, 2025ADK 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, 2025Agent 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, 2025Introducing 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, 2025Talking 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, 2025From 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, 2025Enabling 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, 2025Build a Custom Connector for Gemini Enterprise - How to integrate any system into Gemini Enterprise using a Custom Connector.
ADK Agents Official Blog Oct. 27, 2025Agent 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, 2025Scaling 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, 2025Tracing 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, 2025From 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, 2025Tutorial 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, 2025Agents 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, 2025Stop 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, 2025Want 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, 2025Accelerate 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, 2025Responsible 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, 2025Agent 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, 2025Deutsche 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, 2025Give 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, 2025Powering 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, 2025How 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, 2025Deliver 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, 2025Introducing 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, 2025An 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, 2025How 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, 2025Your 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, 2025Redefining 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, 2025Announcing 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, 2025Is 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, 2025Building 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.
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