AI & Enterprise AI9 April 20248 min read
Function Calling — Production Patterns for Enterprise
Function calling turned LLMs from text producers into action takers. The production patterns are constrained: a tight function catalogue, careful permission modelling, robust argument validation, and explicit human checkpoints for irreversible actions.
AI & Enterprise AI27 February 20248 min read
Prompt Engineering for Enterprise Integration Workloads
Prompt engineering for chat is one discipline. Prompt engineering for enterprise integration is another. The patterns that produce reliable structured output at scale are not the patterns that produce engaging chat.