HITL AI Pair Programming

HITL AI Pair Programming is the human-in-the-loop workflow taught in Brevvie Python + AI — Section 3: Data, Polars & Pair Programming for working productively and safely with AI coding tools.

The six-step loop

1. scope
2. plan
3. review
4. revise
5. build
6. code review

Why it matters

The source argues that productivity gains come when AI acts as a pair programmer inside a review loop, not as an unreviewed code vending machine.

See also AI-Assisted Coding.