Software Engineer

Using Information Architecture and Information Hierarchy to structure AI context files so every vendor can share them: each topic has one owner file (SSOT), nothing is repeated (DRY), and references go one way (DAG).

Wildcard versioning allows you to specify a range of acceptable versions for a dependency, giving application flexibility in which versions it can use.