Engineering Resilience in AI-Integrated Systems: What Happens When Your LLM Dependency Fails?

Your application is healthy. The database is responding. The dashboard is green. A user asks the AI assistant a question, and nothing comes back. This is an awkward kind of outage because the rest of the system may be working perfectly…