If your goal is to process 1,000,000 documents as fast as possible (offline), how does your deployment strategy differ from a real-time chatbot (online)?

What constitutes a "Health Check" for an AI model? Is checking if the HTTP port is open enough?

How do you integrate prompt changes into a CI/CD pipeline? Should a "Prompt Change" trigger a full deployment or just a configuration update?

When an upstream provider returns a 429: Too Many Requests, how do you implement a "Circuit Breaker" pattern so your entire application doesn't crash?