Do you even need human review?

YouTube · YouTube

• Teaches strategic repositioning of human-review checkpoints across an AI-assisted dev workflow — sometimes early human involvement (before generation) beats end-of-pipeline review.
• Practical takeaway: place checkpoints per task — early review for alignment-sensitive work, late/no review for low-stakes autonomous work.