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Montefiore Care Management · 2025

AI-Assisted SDLC Workflows

Copilot and ChatGPT workflows for code generation, test scaffolding, code review, debugging and documentation in a regulated healthcare codebase.

  • Agentic AI
  • GitHub Copilot
  • C#
  • TDD
AI-Assisted SDLC Workflows cover image

Highlights

  • Automated about 25% of boilerplate code (EF Core models, Angular services) using reusable ChatGPT templates.
  • Used GitHub Copilot and ChatGPT to generate unit and integration test stubs, cutting test-scaffolding time by 35% while staying within healthcare regulatory standards.
  • Built .NET applications that call AI services through APIs and prompt-based workflows, with tool execution, validation, retries, logging and human approval.
  • Paired AI output with red-green-refactor TDD, reaching 85%+ coverage with NUnit/xUnit and Jasmine/Karma.
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