Workshop on Sep 12: shipping LLM systems that actually survive production

A hands-on masterclass on September 12, led by Bruno Gonçalves, PhD, founder of Data For Science, will focus on building robust LLM systems for production. The workshop covers essential engineering disciplines for those using the OpenAI API, including versioned prompts with regression tests, a comprehensive evaluation harness combining deterministic checks and LLM-as-judge, and statistical methods like bootstrap confidence intervals. It also addresses evaluated RAG with retrieval metrics, agents with graceful fallbacks, and full production observability, tracing, and monitoring, ensuring systems survive in real-world environments.