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AI coding assistants are changing how we build software—but our development practices have not caught up. Test-Driven Generation (TDG) introduces a modern evolution of Test-Driven Development built specifically for AI-assisted coding. In this talk, I’ll demonstrate how TDG brings the classic Red-Green-Refactor cycle into the AI era by generating tests first, enforcing structured iteration, and guiding large language models to produce reliable, test-validated code. Using the TDG plugin for Claude Code, I’ll showcase real examples of how test-first AI workflows reduce hallucinations, increase code quality, improve traceability, and align AI output with engineering standards. Participants will leave with clear, practical steps for adopting TDG in their own AI-accelerated development environments.
