#google-cloud-platform

Securing your agent in Agent Platform with Agent Gateway and Model Armor

The Gemini Enterprise Agent Platform is a managed ecosystem for developing, deploying, and managing enterprise-grade AI agents.

HumanGov: Automating HumanGov SaaS Application Build and Deployment Process on Kubernetes with…

In this hands-on project, I ventured into the automation of cloud-based services, focusing on the HumanGov SaaS application. The objective…

Future-Proofing Your Vector Search: Swapping Open Source Models in BigQuery with Zero Friction

In the rapidly evolving landscape of Generative AI, “model lock-in” is a significant risk for data architects. A model that is…

How to Deploy and Personalize Gemma 4 on Agent Platform

Stand up an open Gemma 4 model as your own private endpoint, then make it yours with RAG and fine-tuning: a practical, end-to-end guide.

Building OmniHearth: Architecture, Google Stitch Design System, and Google ADK Multi-Agent…

Executive Summary: Modern households face extreme cognitive overhead due to fragmented utility apps, unsynchronized family calendars…

What Happens When Your Laptop Dies? The Magic and Trade-Offs of Cloud Computing

Before we start let me tell a story.

Building an Enterprise-Grade Kubernetes Ecosystem on GKE

A hands-on engineering series featuring Cilium, Envoy Gateway, and Chaos Mesh.

[Part 2] Setting Up Your Environment, Prerequisites, and Cost Optimization

In Part 1, I walked you through what we will be building and how important it is for you and me. Now let’s get set up for the rest of the…

I Asked a Cat-Detector and a Chatbot to Do My Job. Only One Survived.

A field guide to foundation models, grounding, and Google’s AI stack-told through the worst Tuesday of a fictional store manager’s life

Your AI agent said “done.” What would prove it?

AI-assisted disclosure: I used AI tools to help edit this article and the open-source project it describes. The architecture, tests…

Every Deploy Reported Success. The Endpoint Had Been Unreachable for Two Weeks.

A 404 is not one thing — and the difference between text/plain, text/html and application/json was the entire diagnosis.

Delete the State File. Redeploy. Nothing Should Happen.

How generated Terraform learns to adopt infrastructure it did not create — and the three ways a cloud inventory lies about what things are…

You are not building an AI. You are building a decision machine.

That Knows When to Ask for Help.

From Two Days to One Command

How we turned data ingestions into a factory with Cloud Run + Terraform

How I Designed and Built a Secure Two-Tier Architecture on Google Cloud Platform (GCP)

From a single virtual machine to a production-style cloud architecture with private networking, load balancing, secure storage, and cost…

Model Armor Doesn’t Redact PII. Sensitive Data Protection Does

Wiring advanced Sensitive Data Protection (formerly DLP) into a Google Cloud Model Armor template, and the silent failure that returns HTTP…

近期谷歌账号出现很多风控，谷账号无法登录怎么办？

账号无法登录，可以按下面的顺序排查，解决办法也在后面哦

10 Things I Wish My Data Catalog Could Do

Every data catalog I’ve used is good at telling me what exists and bad at telling me what to use.

How I Designed a Secure Two-Tier Architecture on GCP (and What Broke Along the Way)

A field note from building FreshCart’s backend infrastructure — a grocery delivery app that doesn’t exist yet, on real cloud architecture.

# Fuel Pass Pro: Real-Time Fuel Rationing System

How I Passed the Google Cloud PCA Exam in 3 Weeks!

A real timeline, real gap, and what actually mattered in the final 3 weeks.

Deploying a Node.js Backend to Google Cloud VM (Ubuntu) with GitHub, PM2, and MySQL

Many tutorials explain how to write a Node.js application.

Why Google Cloud is a Game-Changer for Startups

When you’re building a startup, every single decision feels like a high-stakes trade-off. Do you optimize for speed or manage your runway…

Table Clustering | BigQuery Cost Reduction | Tier List Series | S Tier

Sort your data properly, and BigQuery skips the bits it doesn’t need.

Where does Antigravity look for Hooks?

💡 This post is part of a series on Antigravity configuration:

ADK Agent Identity on Google Cloud: Separate Identities, Separate Blast Radius

When a model-driven orchestrator delegates a task to a specialist agent, something specific happens at the infrastructure layer: one Cloud…

BigQuery Cost Optimization: A Comprehensive Guide

BigQuery is a powerful Data platform that enables you to create peta-byte scale Data Warehouses, Performant Data Marts, Open format…

How your sample data impact vector tests in PostgreSQL and AlloyDB.

Introduction

Give 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.

Running and Evaluating TurboQuant optimized Gemma 4 with Antigravity

In this blog, I will share my experience running Gemma 4 (31B 4-bit quantized) locally, both with and without TurboQuant, to see if…

Building an Enterprise Brain for your Codebase with Vertex AI Search

How to build a secure custom ingestion pipeline that syncs GitLab, GitHub, and Bitbucket into Google Discovery Engine.

Browser AI 2026: On-Device Models with WebGPU & LiteRT.js

Running AI models directly in the browser is finally fast enough to be real. A practical 2026 guide to on-device inference with WebGPU and…

The Redelivery Trap: Building a Safe Transactional Inbox for Google Pub/Sub

Designing an idempotent, zero-duplication consumer architecture with Golang, GKE, and Postgres.

Filmmaking Studio Inside Google Flow: Veo, Gemini, and Nano Banana Became One AI

For most of the past three years, AI video generation felt like a slot machine. You typed a prompt, pulled the lever, and hoped the clip…

Agentifying your entire software development lifecycle

This is an adapted version of this video on the Google Cloud Tech YouTube channel. The slides are available here.

How to Evaluate BigQuery Text-to-SQL Models Using Standard Benchmarks

Intro: Antigravity Skills for Developer automation

Intro

Where does Antigravity look for Rules and Workflows?

💡 This post is part of a series on Antigravity configuration:

From Data Analyst to AI intelligence Tool Builder: How We Built an AI Earthquake Response Platform…

A story from Google Cloud’s Gen AI Academy APAC Edition, Cohort 2

Try Linux in Your Browser — At Datacenter Speed

No installation required: build a graphical cloudStation with Ubuntu, MATE, noVNC, and Google Cloud Run

Exposing GEAP Endpoints Privately

This guide provides a comprehensive, step-by-step blueprint and architectural best practices for configuring Gemini Enterprise Agent…

Where does Antigravity look for MCP Servers?

In my previous post, I explored where Antigravity (AGY) looks for agent skills. In this post, I’ll briefly explore the same for Model…

Gemini Enterprise Agent Platform Pipelines: Private & On-Premises Network Connectivity Guide

This article provides a comprehensive, step-by-step technical playbook for configuring Vertex AI Pipelines (now the Gemini Enterprise Agent…

Parallel Compliance Engine: Drive-to-Sheets Multi-Agent Orchestration

When building Generative AI applications, developers often encounter a massive bottleneck: sequential processing. If your LLM script takes…

Beyond the Model: Dissecting Reusable KFP Components in Gemini Enterprise Agent Platform Pipelines

In the rapidly evolving landscape of MLOps, efficiency isn’t just about how fast your model trains; it’s about how quickly you can iterate…

New to Google SecOps: Exploring Detections

We’ve spent plenty of time building searches in Google Security Operations (SecOps), but previously we focused on building searches for…

The Future is Stateless: MCP 2026 Draft Spec Arrives in MCP Toolbox

Try out the latest MCP features today using the draft spec in MCP Toolbox!

Architecting a Multi-Layered Security Stack: Beyond Basic IAM in Google Cloud

In the evolving landscape of cloud security, relying solely on standard “Allow” permissions is a vulnerability. Modern enterprises require…

Testando o Antigravity 2.0 + Gemini 3.5 Flash para Modernização de Legados

Atuando como Customer Engineer em GCP, uma das maiores dores e reclamações que ouço dos nossos clientes é justamente a complexidade de…

How to Configure Gemini Enterprise to Connect to the Google Developer Knowledge MCP Server

An Real-World Example of using the Gemini Enterprise MCP Server Connector