Google ADK Security: 5 Layers That Defend AI Agents From Prompt Injection
A $3,000 refund just went out. No human approved it. Your AI agent read a poisoned tool response and did exactly what the attacker wanted. The scenari…
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G4 Fractional VMs are now available on Google Cloud!
In 2025 Google Cloud added G4 , powered by NVIDIA's RTX PRO 6000 Blackwell Server Edition GPUs to their offering, allowing them to offer hardware not …
Claude Fable 5 is Now Generally Available on Google Cloud! 🚀
Good news for Claude devs deploying on Google Cloud. Claude Fable 5 is now in General Availability (GA) on Google Cloud. You can now access Fable 5 , …
From Dashboards to Autonomous Action: Why You Need to Attend Google Cloud Labs
The era of passive data analytics is over. Today, the most forward-thinking data teams aren't just building dashboards to show what happened yesterday…
Agent Substrate: Building Actors and Workers
Any time AI is spoken about, it's followed up with "and this is how much it's costing us". Cost management/optimization along with overall optimizatio…
Your Deleted Google API Key Is Still Working — Here's Why That's a Security Crisis
You just discovered your Google API key was leaked. Maybe it showed up in a GitHub search. Maybe a secret scanner flagged it. You panic, open the Goog…
Journey Begins: Google Cloud Get Certified Program Edition 2 (2026)
The cloud computing ecosystem is growing rapidly, and certifications are becoming an important way for developers, engineers, and tech enthusiasts to …
Pokemon Battle Simulator Napkin Challenge!
▄▀▀▄ Antigravity CLI 1.0.2 ▀▀▀▀▀▀ [email protected] (Google AI Ultra) ▀▀▀▀▀▀▀▀ Gemini 3.5 Flash (Medium) ▄▀▀ ▀▀▄ ~/pokemon ▄▀▀ ▀▀▄ ────────────────────…
☁️ GKE private cluster setup — common mistakes and how to avoid them
Private clusters are not inherently valuable — they’re only effective when used to reduce attack surface. For teams running production workloads in Go…
I Automated My Entire Digital Product Business on a $13/Month GCP VM. Here's the Architecture.
Three weeks ago I set up a loop on a $13/month GCP VM and went to sleep. By morning it had built, packaged, and queued Claude Code development guides …
Basics of Gemma 4 with Google ADK
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Nothing fancy here :), we shall just explore how to use gemma4 with adk, in a step…
Cooking an AI Campaign in 5 Minutes with Google Cloud AI APIs
About a month or so ago, during the Build with AI season, Google Developer Groups Johannesburg in South Africa hosted a build-a-thon with a concept I …
Fixing Google BigQuery Auth Proxying
TL;DR builder.Credential = credential; - Fails to route authentication traffic through the proxy. builder.GoogleCredential = credential; - Successfull…
How we're using Gemini Embeddings to build a smarter, community-driven feed on DEV
Big improvements incoming 👋 Finding the right balance for a feed algorithm is historically really hard. If you optimize purely for clicks and comments…
Veo 4 Doesn't Exist Yet, But People Are Already Selling It
I went looking for Google Veo 4 last week. I had three browser tabs open with "Veo 4" landing pages, a credit card warmed up, and 30 minutes blocked t…
Run Gemma 4 on Your Laptop — A Hands-On Guide to Google's Latest Open Multimodal LLM
If you've been watching the open-source LLM space, you've probably noticed it's been a great couple of years. Llama, Mistral, Phi, Qwen — a whole zoo …
We moved our Next.js app from Vercel to Google Cloud Run. Here's how it actually went.
We moved our production Next.js 16 app from Vercel to Google Cloud Run last week. The whole thing took about ten focused hours from "let's plan this" …
🚨 S3 Ransomware Response — What to Do in the First Critical Minutes
An attacker encrypts every object in your production S3 bucket and replaces them with ransom notes. The next 15 minutes determine whether you restore …
Google Cloud Datastore Deserves a Better Python DX: Introducing google-cloud-datastore-odm
Intro Google Cloud Datastore is a serverless, fully managed NoSQL document database that scales horizontally without configuration. For teams building…
Building a Reusable VPC, Subnets, and Firewall Rules Module
In the previous Terraform labs, I created Google Cloud resources directly from the root configuration. That worked, but the structure was still quite …
Lessons from the Build with AI Workshop in Belagavi 🚀
I recently attended the Build with AI workshop hosted by GDG Belagavi, and it was an incredible deep dive into the Google AI ecosystem. We explored th…
[Google Cloud Next '26 Recap #5] How I Prepared for the Trip — and How It Actually Played Out
This is the fifth and final post in my Google Cloud Next '26 (Las Vegas) recap series. You can find the previous posts here 👇 Part 1: [Google Cloud Ne…
From Playground to Code: Three Versions of One Prompt in Google AI Studio
A few weeks ago I wrote a breakdown of Cloud Next '26 for developers Link to keynote and closed it with a line to other frontend devs: play with Agent…
[GCP Practice][BwAI] AI-Powered Development: Quickly Deploy a LINE Bot Cloud Backup Tool with Gemini CLI
Background In the upcoming Build With AI 2026 workshop, we're bringing a very practical project: the LINE Bot File Backup Robot . It allows you to dir…
How to Optimize BigQuery Costs (Real Techniques That Work)
I want to start with a number: $140,000 . That's how much a single misconfigured scheduled query cost one of the teams I worked with over a three-mont…
🔥 Fine-Tuning Gemma 4 on Your Own Dataset: A Step-by-Step Guide
"What if you could turn a general-purpose AI into a domain expert — for under $5?" That's the promise of fine-tuning, and with Google's new Gemma 4 re…
Free GCP Practice Exams (13 Certification Tracks with Explanations)
Introduction Preparing for Google Cloud certifications can feel overwhelming. Most resources focus heavily on theory, but when it comes to the actual …
How to Build a Custom AI Quality Gate on Cloud Run (From Zero to Production)
In my previous article about treating architecture documentation as a first-class asset, I had a great discussion in the comments about enforcing arch…
Provisioning My First GCP VPC with Infrastructure as Code
In my previous article, I documented how I installed Terraform on macOS using Homebrew and fixed a Zsh autocomplete issue. In this article, I am going…
Google just launched ADK for AI agents. I built something similar in .NET months ago using MCP. Here is what I learned.
On April 30th I got an email from Google about something called GEAR, their new program for building AI agents using ADK, the Agent Development Kit. I…