Charity Majors • 9/20/2023

LLMs Demand Observability-Driven Development

The article discusses the challenges of integrating Large Language Models (LLMs) into production software, highlighting their non-deterministic, black-box nature. It argues that traditional software debugging and testing techniques are insufficient, and promotes observability-driven development with rich telemetry and instrumentation as the essential approach for building reliable, debuggable LLM-powered applications.

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#software development #debugging #llm