Test-driven development is helpful, but it misses the mark in certain key areas

TDD has two notable shortcomings: it doesn't naturally push developers to test negative outcomes and edge cases beyond the happy path, and it's too localized — individual unit tests verify code against each developer's own assumptions, but don't catch integration failures when different parts of the system interact. End-to-end tests are necessary to cover those gaps.