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Thoughts on Azure, networking, and cloud infrastructure

πŸ€– AI / GenAI

Production AI on Azure: What Actually Breaks at Scale

Deploying Azure OpenAI in a demo is easy. Running it in production at scale is a different problem. Here are the seven failure modes we hit repeatedly β€” and how to fix them before they hit you.

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πŸ€– AI / GenAI

AI Observability: When Everything Looks Healthy But AI Is Wrong

Your AI app can fail even when nothing is technically broken. The server is healthy, the API is fast, the dashboards are green β€” but your chatbot still gives a completely wrong answer. That is the weird thing about GenAI systems.

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πŸ”§ Troubleshooting

Azure Firewall Troubleshooting Guide

Step-by-step guide for diagnosing and resolving Azure Firewall SNAT and traffic flow issues.

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