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Professional ProjectAI/ML

GitHub Copilot Enterprise Integration

Timeline: 2024
Role: Internal Champion & Implementation Lead

Overview

Promoted adoption of AI coding assistants across the organization, first to integrate GitHub Copilot company-wide.

Challenge

Company had no AI-assisted development tools. Management resistance to external/closed-source AI models. Developers unfamiliar with AI coding assistant capabilities.

Solution & Approach

Evaluated and benchmarked multiple AI coding assistants (GitHub Copilot, Claude Code, Cline, Cody, Aider). Demonstrated capabilities to management through live presentations and ROI analysis. Piloted GitHub Copilot integration with VS Code for 6 months. Created onboarding materials and conducted workshops for developer adoption. Built business case comparing closed-source models vs self-hosted alternatives.

Outcome & Impact

GitHub Copilot deployed to 35-40 employees (~50% of Austrian office), including all 25 developers. Copilot enabled for all Windows development environments. Improved developer productivity and code quality. Established AI-assisted development practices and culture.

Technologies Used

GitHub CopilotVS CodeClineCodyAider

Key Highlights

  • Evaluated and benchmarked multiple AI coding assistants
  • Built business case for closed-source vs self-hosted models
  • Deployed company-wide to all developers
  • Created onboarding materials and conducted workshops
  • Established AI-assisted development culture
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