Wolffie restored automated deduplication workflows for the anthropics/claude-code repository, focusing on resolving duplicate GitHub issues and backfilling duplicate comments to streamline issue management. Using TypeScript and YAML, Wolffie implemented scripts leveraging GitHub Actions to automate the deduplication process, reducing manual triage and improving the reliability of issue tracking. The work involved careful integration of API calls and automation logic to ensure both existing and new duplicates were consistently managed. This engineering effort enhanced the repository’s backlog clarity and reduced maintenance overhead, demonstrating depth in automation, CI/CD integration, and practical application of TypeScript for workflow orchestration and process improvement.