LLM-Supported Coding for Domain Experts

Key Points

• This opinion article presents strategies for handling the unpredictability in AI-generated code for domain experts.
• Describes the challenges posed by non-determinism in AI code generation.
• Introduces a coding plugin, Claude Code, illustrating the proposed approaches.
• Analyzes the practical implications of managing AI-assisted coding.
• Highlights the effectiveness of using a structured approach to manage AI code generation.
• Demonstrates the utility of the Claude Code plugin as a practical application of the discussed principles.