An Experiment in Trust: How AI Handles Complex Serialization Code for Go

This article demonstrates that AI can safely handle critical code generation when paired with proper safeguards—solid foundations and comprehensive testing. By generating serialization code matching traditional code generator performance, it proves AI bridges the gap between reflection-based simplicity and hand-coded speed. The mus-skill tool exemplifies this approach, opening new possibilities for automating complex development tasks without sacrificing reliability.