The Problem Every team has unwritten rules. "We don't use inline comments." "Early returns only." "No...
Tenure escalates code review suggestions (hint → warn → block) based on team acceptance via persistent memory Hindsight + NVIDIA Nemotron 3 Super. Preserves the "unwritten rules" that vanish when senior devs leave; the team educates the tool through observed behavior, no config file.
The Problem
Every team has unwritten rules.
"We don't use inline comments." "Early returns only." "No console.log in production."
These rules live in senior developers' heads. When they leave — the rules leave too.
Existing AI reviewers don't help. They are stateless. Every PR starts from zero. They flag things your team already decided to ignore. They never learn.
AI-generated code should be treated as third-party code. Same mental model we already use for...
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Piling on guardrails is the sign of a system permanently compensating for its own unreliability. There’s a better approach.
