Your job is to deliver code you have proven to work

Overview The article stresses that engineers must not only write code but also provide evidence that it works, using both manual testing and automated tests. It highlights how AI coding agents can assist but still require proof of correctness.

Key Takeaways

• Manual testing is essential and cannot be replaced by automated tests alone.
• Include reproducible test steps or screen recordings in pull requests.
• Automated tests should fail if the implementation is reverted.
• AI coding agents can generate tests, but developers must guide them and maintain test quality.

Who Would Benefit

• Engineering managers overseeing code quality and review processes.
• Senior developers mentoring junior engineers.
• Teams adopting AI-assisted development tools.
• Organizations focused on reliable, production-ready releases.

Frameworks and Methodologies

• None identified