5 posts tagged with "OpenAI"
If your Azure OpenAI calls fail after adding a private endpoint — with timeouts, 401s, or connections that bypass the endpoint entirely — the cause is almost always in one of four places: DNS resolution, App Service VNet routing, NSG subnet policies, or SDK endpoint configuration. Here is how to diagnose and fix each one.
Prompt injection is the SQL injection of the AI era. Unlike traditional vulnerabilities, it requires no code exploit — just carefully crafted text. Here are the seven patterns attackers use and the Azure defenses that stop them.
Most teams instrument their AI apps with latency and error rate dashboards. Those are necessary but not sufficient. The failures that hurt production AI are invisible to standard APM tooling. Here are the four signals that actually matter.
Not every Azure OpenAI deployment should look the same. Direct API, APIM gateway, and private VNet topologies each solve a different set of requirements. Here is when to use each one.
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 — and how to fix them before they hit you.
