The Background Task That Froze: A Serverless CPU-Throttling Mystery
💡 Lesson learned building an agent on Cloud Run: don't schedule work to run after you send the response. On Cloud Run's default request-based CPU mode…
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How I Built an AI Decision Copilot to Help India Prepare for the 2026 El Niño Crisis
Building an explainable AI platform that helps district administrators allocate resources and farmers make better crop decisions using Gemini, Vertex …
Guarding the till while autonomous data agents do the digging
Autonomous agents are genuinely good at answering messy business questions. Give one an LLM and a set of tools, and it can query a database, dig throu…
Google ADK 2.0 Is Stable — Why That Makes the OpenAI Split Matter More
Google ADK 2.0 Is Stable — Why That Makes the OpenAI Split Matter More Last week, Google shipped Agent Development Kit (ADK) 2.0.0 stable, and the sam…
Autonomous Workspace Orchestration with Antigravity 2.0
Even the most advanced enterprise systems are tethered to a costly paradox: manual bottlenecks that introduce critical errors, security risks, and slo…
New to Google Cloud's NoSQL Databases portfolio?
Discover Bigtable, Firestore, and Memorystore in a concise 30-minute overview. Learn ideal use cases for each service and explore the core features av…
🚀 Cloud Run, GKE, or GCE? Choosing Your Compute
So, maybe you're a developer starting out, or maybe you're an engineer trying to figure out where to run your code, and the whole thing feels like a t…
Cutting Idle Agent Costs by 90% with Agent Substrate
Cost is everything. In just about every agentic conversation, the three things that come up for enterprises implementing AI workloads are: Cost Observ…
How to Use Your Google Cloud Credits for Gemini Again, via Vertex AI and ADC
I've always pulled my Gemini API keys from AI Studio; like, I'm sure, most of you did. A few days ago I got a call from a client telling me the AI fea…
Did you want more Claude on Cloud? ☁️ Let's talk about Securing Agents at Scale
Did you want more Claude on Cloud? Well, look no further. We have something for you happening today (6/24) at 10:00 AM PT. Building autonomous agents …
Your Agent Demo Works. Your Agent Doesn't.
Most agent architectures are quietly broken. They look great in a demo — single turn, clean task, instant response — and then fall apart the moment yo…
I Created a Gemini API Key and Got AQ. Instead of AIza
I created a free Gemini API key in Google AI Studio. When I went to copy it, I stopped. It started with AQ.Ab . Not the AIza I had been looking at for…
Deploy Activepieces on Google Cloud Run with Production Guardrails Built In
Spinning up Activepieces with docker run takes minutes. Running it so you'd trust it with real business workflows — that's the part that could take we…
Why Google’s Open Knowledge Format Matters for Developers and Content Creators?
Most teams don’t suffer from a lack of data. They suffer from a lack of shared context. Definitions, caveats, ownership, and “how to use this safely” …
Building My First End-to-End ETL Pipeline with Airflow, BigQuery, and Docker
Recently, I completed my first full Data Engineering project: building an end-to-end ETL pipeline using real-world Australian weather data spanning 10…
Google's Universal Cart Is Live. Here's the Checklist to Make Sure Agents Can Actually Check Out on Your Store
At Google Marketing Live on May 20, 2026, Universal Cart stopped being a demo. Google announced that shoppers can now save products across retailers a…
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…
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…