Use AI-assisted development tools such as GitHub Copilot, Claude Code, OpenAI Codex, and emerging technologies to accelerate exploration, development, testing, troubleshooting, documentation, and operational support. Demonstrated success designing APIs as products, including interface definition, documentation, versioning, adoption, lifecycle management, and operational ownership.