Thought Leadership

How to Build Scalable GenAI Infrastructure in 48 Hours (Yes, Hours)
Learn how Cake helped a team scale GenAI infrastructure in just 48 hours. Secure, observable, and composable—no glue code or rewrites required....

GPT-5 Is Here. So Why Are You Still Waiting to Build?
The release of OpenAI’s GPT-5 is the latest watershed moment for generative AI, pushing the boundaries of what's possible with LLMs. For engineering...

How to Build an Enterprise AI Stack (That Doesn’t Break at Scale)
Enterprises are under more pressure than ever to incorporate AI into their workflows. But most are stuck stitching together a stack that was never...

The 5 Paths to Enterprise AI (And Why Most Lead to Trouble)
Every AI team eventually hits the same familiar wall: their prototype works great, but production is a nightmare. This is the inevitable disconnect...

The High Cost of Sticking with Closed AI
Around the world and across industries, enterprise AI teams routinely face a decision: stick with proprietary platforms or embrace the open source...

Why Cake Beats AWS SageMaker for Enterprise AI
Enterprise AI teams are stuck with a tough choice: spend months or years building everything from scratch, rely on cloud vendor platforms like AWS...