To start automation from scratch, first, define what needs to be tested and choose the right tool (e.g., Cypress, Playwright, or Selenium). Set up the environment, write test scripts with clear assertions, and ensure they are structured for reusability. Run tests, debug failures, and integrate them into a CI/CD pipeline for continuous execution. Finally, generate reports to track results and improve test coverage.