EmbeddingGemma 2 on Cloud Run: an int8 CPU Service Against an NVIDIA L4
This article provides a step by step deployment guide for EmbeddingGemma 2 text embeddings to Google Cloud Run, on a CPU-only instance and on an NVI…
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Azure Container Apps vs Cloud Run: Which is Right for Your Deployment?
Introduction As cloud-native applications continue to gain traction, developers are increasingly looking for efficient ways to deploy their services…
An Angular + .NET Auth Template with Multi-Channel 2FA and a Live Demo
Most auth starter templates ask you to take them on faith. The README promises login, 2FA, and password reset, and you find out whether any of it wo…
Cloud Run moves regional failover out of the runbook and into the load balancer
Google Cloud posted on July 20 that Cloud Run now shifts traffic away from an unhealthy region automatically, within seconds, through two new signal…
Four hyperscaler agent sandboxes, four different isolation primitives
Now that all four major public clouds have shipped a managed agent sandbox, they have also confirmed there is no shared blueprint for one. That is t…
Zero to Multi-Region: High Availability Serverless with Cloud Run and Cross-Region Failover & Failback
Google just made multi-region Cloud Run significantly easier. Here is the full picture; what changed, what it means in practice, and how to build it…
How an Unbounded fastmcp Version Constraint Took Down Production with 421 Misdirected Request
We run a Model Context Protocol server on Cloud Run, built with fastmcp , sitting behind a custom domain on an HTTPS load balancer. It hadn't been r…
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…