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…
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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…
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…
Pokemon Battle Simulator Napkin Challenge!
▄▀▀▄ Antigravity CLI 1.0.2 ▀▀▀▀▀▀ [email protected] (Google AI Ultra) ▀▀▀▀▀▀▀▀ Gemini 3.5 Flash (Medium) ▄▀▀ ▀▀▄ ~/pokemon ▄▀▀ ▀▀▄ ────────────────────…
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 …
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" …
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…
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…
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…
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…
GCP in Action: Building a Persistent AI Assistant with GCE, Hermes Agent, and Telegram
For years, the dream of a truly autonomous, always-on AI assistant has felt just out of reach — a concept relegated to-fi or limited by fragile, state…