The problem: code review agents don’t really “learn” Most AI code review tools feel impressive for about 5 minutes. They catch syntax issues, suggest formatting improvements, and maybe flag obvious bugs. But they don’t remember past mistakes. If your codebase keeps repeating the same issue, the agent gives the same generic advice every time. We didn’t want a smarter reviewer. We wanted a reviewe