Tessl team shifts AI code review to intent verification
What happened
In an October 20 report, the Tessl team said merged PRs rose to four times the level of a year earlier, and it changed how it reviews AI-written code. Instead of reading code line by line, reviewers confirm intent before generation and check acceptance criteria one by one afterward. They look at verdicts backed by screenshots and request traces, and turn recurring review comments into machine-enforced invariant rules. The workflow also has agents challenge each other's plans, records intent, fixes rules, discusses decisions and assigns rule ownership. The team says code review is no longer a delivery bottleneck.
Written by AI from the coverage · updated 1 hour ago
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- AI HOT · Tips & opinionsTessl 团队分享 AI 代码审查方法：从逐行阅读转向验证意图
Tessl 团队在合并的 PR 数量增至一年前的 4 倍后，将 AI 代码审查转向生成前确认意图、生成后逐项验证验收标准。审查者查看附有截图和请求轨迹的判定结果，团队将反复出现的审查意见转为机器执行的不变量规则。其工作流包含智能体相互质疑方案、记录意图、固化规则、讨论决策和明确规则所有权，团队称代码审查已不再是交付瓶颈。
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