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Beyond Vibe Coding: A Guide to Spec-Driven Development
Beyond Vibe Coding: A Guide to Spec-Driven Development I’ve been spending a lot of time lately thinking about the future of software delivery, especially with the rise of AI. I’m in the process of writing a new DORA guide based on the seven AI capabilities defined in the DORA 2025 β¦Read more → -
π¨βπ»π€ The 8 Stations of AI: Beyond the Code Generation Hype
We need to talk about the elephant in the IDE. According to the latest DORA report, nearly 90% of us are using AI tools daily. We’re generating boilerplate, refactoring functions, and maybe even writing entire microservices with a few keystrokes. But hereβs the rub: we still don’t trust β¦Read more → -
ππ Is Your AI Barista Actually Helping? Monitoring Gemini Code Assist
So, you’ve equipped your entire team of developers with a brand-new, top-of-the-line AI assistant. Gemini Code Assist is like having a world-class barista whispering expert advice, suggesting new recipes, and finishing sentences to help your team craft code faster than ever. The initial buzz β¦Read more → -
βοΈποΈ Brewing Order from Chaos: Your Cloud is a Messy Cafe, App Hub is the Master Barista β
Let’s be honest, is your Google Cloud environment a total mess? For many of us, it starts to look like a chaotic coffee shop during the morning rush. You’ve got projects brewing over here, services steaming over there, and a whole latte mess of resources scattered everywhere. β¦Read more → -
π§β My IDE is the Linux Terminal: Brewing Code with the Command Line
My IDE is the Linux Terminal π§ Someone asked me the other day what all the fuss was with being able to use tools like Gemini CLI vs a fully baked IDE ……. it got me thinking beyond “just because”. Look, let’s get one thing straight: the “best” development β¦Read more → -
ππ Savoring the Aroma: Observability for GenAI
Ah, the smell of freshly brewed coffeeβ¦ But how do you know itβs not burnt? Observability is like smelling, tasting, and analyzing your coffee to ensure itβs perfect every time. In our GenAI coffee shop, weβve ground the beans (application development) and roasted them to perfection (model β¦Read more → -
π§ βοΈ Roasting the Beans: Model Development for GenAI
Just like a master roaster coaxes out the unique flavors of each coffee bean, we need to fine-tune our GenAI models for optimal performance. In our last post, we laid the groundwork by βgrinding the beansβ β building the application framework for our GenAI coffee shop. Now, itβs time to focus on β¦Read more → -
π¨βπ»π€ Grinding the Beans: Application Development for GenAI
Youβve got the finest coffee beans (your GenAI model), now itβs time to grind them to perfection! In this post, weβll explore the tools and techniques for building applications that leverage the power of Generative AI. Itβs no longer just about writing standard code; now, application developers are β¦Read more → -
π€β Brewing the Perfect GenAI App: An Overview
Ever wondered how your favorite coffee shop gets your latte just right, every single time? Building a Generative AI application is a bit like that β it needs the right ingredients, the right process, and a dash of magic (aka, cutting-edge tech!). Welcome, fellow tech enthusiasts and caffeine β¦Read more → -
πβπ Brewing Security into Your Deployments: SLSA, Cloud Build, and a Shot of Efficiency
Remember when SLSA, the software supply chain security framework, dropped in 2021? It was a major win for securing our software pipelines, and integration with Cloud Build has only made things sweeter. If you haven’t checked out the State of the DevOps Report 2022 yet, it’s your guide β¦Read more →