Dev running multi-human, multi-agent codebase: all serious architecture must pass human review

bradneuberg · x · 2026-10-15

Developer seanfromearth shared rare hands-on experience running a codebase with multiple humans each using AI agents: every serious architecture decision goes through him or his best staff engineer, no exceptions.

He admits he works harder than pre-AI, but relaxing the rule always lets slop sneak in. He blames himself for not building the right training and systems. bradneuberg adds that writing RFCs before major work helps—giving AIs an initial plan and constraints for future AI work to fit into.

Related event: Engineering Lead: AI Coding in Shared Codebases Needs Human Review of Key Architecture(2 posts)→

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