Eddy Reyes presents an overview of Test-Driven Development (TDD) in Go using Ginkgo and Gomega, emphasizing that TDD is a process focusing on writing tests that define expected outcomes before developing code. The tools and methodologies discussed include the setup of tests, coding practices for quality assurance, and the expressive capabilities of Ginkgo and Gomega for better readability and maintainability of tests. Ultimately, the presentation critiques existing TDD practices in terms of complexity and manageability, while providing insights on effective test notation and dependency management.