Pip: Welcome to Azure Advice, where the cloud is always sunny and the packet captures are always someone else’s problem. Mara: Christoph Corder has been busy — this episode covers how AI systems are built to orchestrate rather than just respond, and how cloud performance problems hide in plain sight, from loopback connections to memoryContinue reading “Podcast Episode: AI And Cloud Diagnostics”
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Podcast Episode: Debugging Production Failures
Pip: Welcome to Azure Advice — where the authentication is broken, the memory is leaking, and the connection pool is set to self-destruct every thirty seconds. Christoph Corder has been busy. Mara: He has. Today we're covering authentication failures at the protocol level, memory leaks driven by a cascade of zombie processes, a health checkContinue reading “Podcast Episode: Debugging Production Failures”
Understanding AI’s Data Bias and Model Collapse
There is a quiet problem building at the foundation of modern AI, and it does not get nearly enough attention outside of research circles. It has two parts, and understanding both of them matters whether you are building AI systems, using them, or just trying to figure out how much to trust their output. PartContinue reading “Understanding AI’s Data Bias and Model Collapse”
Getting Started with Compound AI: A Practical Guide for CTOs
After publishing my article on the compound AI revolution, I received dozens of messages from CTOs and engineering leaders asking the same question: “This sounds transformative, but where do I actually start?” It’s the right question. Understanding that compound AI systems represent the future is one thing. Building one that delivers real business value isContinue reading “Getting Started with Compound AI: A Practical Guide for CTOs”
The Compound AI System Revolution: Why the Future Isn’t One Model, It’s Orchestrated Intelligence
When you ask a modern AI coding assistant to build a web application, something fascinating happens beneath the surface. The system doesn’t just “think harder” and output code. Instead, it orchestrates a complex dance: analyzing your requirements, breaking them into subtasks, generating code for each component, running that code in a sandboxed environment, reviewing errorContinue reading “The Compound AI System Revolution: Why the Future Isn’t One Model, It’s Orchestrated Intelligence”
Boost Your App Performance with Azure’s Intelligent SRE Agent
What Happens When AI Meets the Azure SRE AGENT? It Writes the Fix. Meet the Azure SRE Agent — an intelligent, autonomous system purpose-built to raise the bar on application reliability. It continuously monitors your applications in real time, detects abnormal behavior, diagnoses root causes at the code level, and proposes (or implements) precise, production-safeContinue reading “Boost Your App Performance with Azure’s Intelligent SRE Agent”
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