LaunchDarkly

A developer argues that hardcoding system prompts in production LLM applications is an anti-pattern that causes operational failures. The practice leads to prompt drift, slow iteration cycles, and cos…

A platform team at a tech company pushed a new prompt template version to production at 9:02 AM, but the evaluation harness continued grading against the old version for eight hours due to a caching i…