Year-long TypeScript migration and AI guardrail layer

Led a hand-written TypeScript migration predating AI coding tools, establishing patterns, training and knowledge transfer across the team. The resulting type layer now serves as an ontology guardrail for AI-generated code across a 100-engineer organization.

TypeScriptDeveloper Tooling

Year-long TypeScript migration and AI guardrail layer

I led a year-long, hand-written TypeScript migration before AI coding tools. The work included establishing patterns, training, and knowledge transfer across the team.

Lasting role

The resulting type layer now serves as an ontology guardrail for AI-generated code across a 100-engineer organization.