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The Feedback Loop in AI SDLC

Article URL: https://makersbreakers.substack.com/p/the-feedback-loop Comments URL: https://news.ycombinator.com/item?id=47938114 Points: 1 # Comments: 0

Article URL: https://makersbreakers.substack.com/p/the-feedback-loop

Comments URL: https://news.ycombinator.com/item?id=47938114

Autonomous execution, review gates, and how corrections flow back into the system

At Makers & Breakers, I write about what it actually takes to build products β€” the engineering, the leadership, the systems thinking. These pieces come from real projects and real mistakes. Some challenge assumptions. Most just try to be honest about what I’ve seen work and what hasn’t.

This is Part 4 of a series. If you missed the earlier parts: Part 1: The Narrow Landing Surface Β· Part 2: The Context Tax Β· Part 3: The Orchestration Layer .

Wednesday morning. Five PRs in my queue from missions that ran overnight. The reviewer flagged two of them. I read those two β€” opened the diffs, looked at what the gates caught, sent one back, approved the other after a small fix. The other three had clean signals across the board. I trusted them. They merged.

Twenty minutes from sitting down with coffee to seven commits on main. None of the code was mine. Most of what’s changed about how I work this year is in that paragraph.

Letting the system run feels like letting go of the wheel. Half the time you white-knuckle it β€” open every PR, read every line, second-guess every gate. The other half you stop watching, then realise a week later you’ve been shipping slop. The art of this piece is the part in between: the gates and the loop that let you stop watching without going blind.

By luka_leskovsek