[margaretstorey]

Appreciate Simon sharing this here, the discussion is helpful. I’m especially curious how teams are mitigating knowledge loss when AI accelerates code production. Would love more concrete examples from folks doing this in practice.

[warrenwhipple]

On a possible concrete mitigation strategy. I wrote up a pattern that seems to be working for me as I push through a brownfield migration. It's a little mental model file. Always human edit. Agent checks for falseness only. I started calling it `HITL.md` https://warrenwhipple.com/hitl https://github.com/warrenwhipple/hitl Curious if you've seen anything like it. Or whether you think it can scale to teams/PR workflows.