Your LLM CI/CD Tests Aren't Enough — Here's the Gap

Your CI/CD pipeline runs before every deploy. Your LLM prompt tests pass. You ship. Three days later, your users notice the AI outputs look different. The JSON format changed. The tone shifted. The classifier is returning wrong labels. Your tests all still pass. Why Standard Tests Miss This CI/CD tests for LLM applications check what you changed. They don't check what the LLM provider changed while your code sat unchanged in production.