Execute

Concept

AI produces quickly, but only humans can grasp direction and business judgment.

Practices

• AI provides drafts, humans handle key decisions and risk management
• Perform logic validation for important features before merging code

Anti-patterns

• Accepting AI output wholesale without any review

Concept

Break large tasks into small chunks for easier iteration and correction.

Practices

• Control tasks to small scope completable in 10-30 minutes
• Immediately validate results after each chunk

Anti-patterns

• Having AI write 5000 lines at once, making debugging impossible

Concept

While AI works, humans do low-switching-cost side tasks to maintain continuous rhythm.

Practices

• Prepare a "side task list" including documentation, small fixes, code reviews
• When waiting for AI, avoid high cognitive load tasks to prevent switching overhead

Anti-patterns

• Browsing social media while waiting for AI, breaking rhythm