Forem: Martin Omander

Take your vibe coding to the next level

Martin Omander — Thu, 26 Mar 2026 16:11:25 +0000

If you’ve been following this series, you know that Cloud Run makes deployment easy and AI tools make development fast. But there is a new frontier in software engineering that combines both into a single, fluid experience: Vibe coding.

Vibe coding isn’t about being "lazy"; it’s about operating at a higher level of abstraction. It’s the ability to stay in a "flow state" where you describe your vision, and the AI handles the syntax, the boilerplate, and the deployment architecture on Cloud Run. In this final part, we look at how to master this high-velocity workflow without losing the "pro" edge.

Turn your ideas into a PRD

This video demonstrates generating user personas, core features, and success metrics, and then scaffolding an app structure to deploy on Cloud Run.

Architect your startup strategy

Learn how to generate a "best practices.md" file that covers stateful containers, structured logging, and CI/CD rules for your Cloud Run deployments.

Build and deploy production-ready features

Watch a production-ready API feature be built and deployed in under a minute using the Gemini CLI.

Vibe debugging

See how the AI can read production logs, identify a null pointer exception, and write a fix so you can get your app back online quickly.

Get started today!

The cloud is no longer a place you "send" your code; it’s an extension of your development environment. By mastering these workflows, you aren't just a developer—you're an architect of the future.

Supercharge your workflow with AI dev tools

Martin Omander — Wed, 18 Mar 2026 13:57:01 +0000

As developers, we’re no longer just writing lines of code; we’re orchestrating systems. The bottleneck is no longer how fast you can type, but how quickly you can move from a concept to a scalable, deployed service.

By combining Cloud Run with modern AI development tools, you’re not just automating repetitive tasks—you’re creating a "digital assembly line." These tools allow you to handle complex refactoring, security hardening, and deployment configurations in seconds, leaving you free to focus on the high-level architecture.

Here are four "snackable" deep dives into how you can use AI and Cloud Run to fundamentally change the way you build.

Choosing the right dev tool for you

How do you pick which AI dev tool to get started with? Watch this video to see a comparison of Gemini Code Assist, Gemini CLI, Antigravity, and AI Studio.

Move faster with Antigravity

Get an introduction to Antigravity, an AI assistant that can code, test, debug, and deploy apps.

Let AI do the grunt work for you

Watch this video to see how Antigravity can write and run unit tests for you.

Become an Antigravity power user

Learn how to set up auto-execution policies, use planning mode to organize requirements, and deploy live apps to the public internet without managing servers.

What’s Next?

You’ve got the foundation (Part 1) and the power tools (Part 2). Now, it’s time to put it all together into the ultimate modern workflow.

In Part 3, we’re going to explore the phenomenon taking the industry by storm: Vibe coding. We’ll show you how to maintain a perfect "flow state" where the distance between your thought and a live Cloud Run URL is practically zero.

Deployments made easy: Cloud Run 101

Martin Omander — Fri, 13 Mar 2026 17:53:42 +0000

The distance between "it works on my machine" and "it's live for the world" can often feel like a marathon of configuration files, server provisioning, and scaling headaches.

Cloud Run changes that. It’s a fully managed compute platform that lets you run frontend and backend services, websites, or even heavy data processing—all without managing a single virtual machine. You write your code in your favorite language, wrap it in a container, and Cloud Run handles the rest. It scales up when the traffic hits and scales to zero when it doesn't, meaning you only pay for what you actually use.

If you want to spend more time building and less time operating, Cloud Run is your new best friend. To get you started, we’ve broken down the essentials into two key areas: the "what" and the "how."

What is Cloud Run?

If you’re new to the serverless world, this video is your jumping-off point. It strips away the jargon and explains the core value of the platform.

Key Takeaways:

Cloud Run removes the burden of managing servers, allowing you to focus entirely on code.
Using standard containers means you aren't locked into a specific language—if it can be containerized, it can run on Cloud Run.
Cloud Run reacts to traffic in real-time, ensuring your app stays responsive without manual intervention.

How does Cloud Run work?

Once you know the "what," it's time to understand the "how." This video goes under the hood to show the mechanics of how Google Cloud powers your scalable applications.

Key Takeaways:

Trace exactly what happens from the moment a user hits your URL to the moment your container spins up to handle the request.
See how Cloud Run handles multiple requests within a single container instance to optimize speed and cost.
Your application is delivered across Google’s global network with built-in security and HTTPS by default.

What’s next?

Now that you’ve got the foundation down, you’re ready to start building. In Part 2 of this series, we’re going to step into the future of development: using Cloud Run with AI dev tools. We’ll show you how to use AI to write, debug, and deploy your Cloud Run services faster than ever before.