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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.

8 Challenges of AI in Healthcare & How to Fix Them

Uncover the top challenges of AI in healthcare, from data quality to ethics, and get practical tips for building safe, trusted AI-powered healthcare...

Published 07/25 24 minute read
Open-source tools building healthcare AI solutions.

Open Source Medical AI: A Beginner's Guide

Find the best open source medical AI tools for healthcare projects. See how these top 5 components can help you build secure, effective clinical...

Published 07/25 19 minute read
AI-powered healthcare solution development.

Custom AIPC Builds for Healthcare IT: A Blueprint

Learn how customizable AIPC builds for healthcare IT can solve real clinical challenges, from data prep to compliance, with actionable steps for your...

Published 07/25 23 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.

The Main Goals of MLOps (And What They Aren't)

Get clear answers to "which of the following is not one of the main goals of mlops?" plus practical MLOps tips for real-world machine learning...

Published 07/25 37 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