Cake Team
Beginner's Guide to Observability: Metrics, Logs, & Traces
Building powerful AI is one thing; keeping it running smoothly is another challenge entirely. Your team's success depends on having systems that are...
Why Observability Is Critical for Your AI Workloads
An AI model that performs perfectly in a lab can become a significant business risk once deployed. Without warning, it can develop hidden biases, its...
Top Open Source Observability Tools: Your Guide
Building and maintaining modern software, particularly for AI initiatives, can feel like you're constantly reacting to problems. An alert fires, and...
What Is Observability? A Complete Guide
At its core, understanding observability is about being able to ask any question about your software’s internal state and get a clear, data-backed...
AI-Powered Healthcare Solutions: Common Challenges
Bringing AI into healthcare holds incredible promise, with the potential to streamline diagnostics and personalize patient care. It’s easy to get...
Top 5 Open-Source Components for Healthcare AI
The spirit of open-source software is built on collaboration and shared progress, which aligns perfectly with the mission of advancing healthcare....
How to Build a Custom AI Solution for Healthcare
You see the potential for AI in your organization, but the path from a great idea to a working tool can feel overwhelming. Building a custom AI...
Top 14 Use Cases for AI in Healthcare
Artificial intelligence is no longer a far-off concept in medicine; it's a practical tool being used right now to solve some of the industry's...
MLOps Explained: A Practical Guide
Your team is building innovative AI models, but are you equipped to deploy them rapidly, manage them effectively at scale, and ensure they...