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Cake Team

Observability tools: metrics, logs, and traces on a computer.

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...

Published 07/25 16 minute read
AI observability: Monitoring interconnected systems.

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...

Published 07/25 15 minute read
Open source observability tools displaying metrics, logs, and traces.

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...

Published 07/25 17 minute read
Network nodes under a dome, representing software observability and tracing.

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...

Published 07/25 16 minute read
AI-powered healthcare solutions face challenges.

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...

Published 07/25 13 minute read
Open-source tools building healthcare AI solutions.

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....

Published 07/25 16 minute read
AI-powered healthcare solution development.

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...

Published 07/25 16 minute read
AI-powered hospital room enhancing patient care.

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...

Published 07/25 16 minute read
MLOps automation and monitoring system.

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...

Published 07/25 21 minute read
Frontier AI reshaping a futuristic city.

Frontier AI: Reshaping Industries and Our World

The world of artificial intelligence (AI) is moving fast, and the most advanced systems, known as Frontier AI, are leading the charge. These advanced...

Published 07/25 24 minute read