Should a Squad Promote a Free Coding Path to Shared Context? Use This 4-Gate Test
Описание и применение
<p>I still start these reviews the same way. Not with a model leaderboard. With the merge queue.</p> <p>A twelve-person squad can mint more unreviewed AI answers in one week than staff engineers can reconcile in a month. That ratio can reverse a “make the free path the default” decision overnight. A viral thread claiming AI already codes better than most developers does not pay the review tax. You do.</p> <p>Picture Tuesday standup. The EM drops a screenshot. Three people solved the same auth-boundary question in three private chats. Three answers. Three slightly different error contracts. Zer
Задача
<p>I still start these reviews the same way. Not with a model leaderboard. With the merge queue.</p> <p>A twelve-person squad can mint more unreviewed AI answers in one week than staff engineers can reconcile in a month. That ratio can reverse a “make the free path the default” decision overnight. A viral thread claiming AI already codes better than most developers does not pay the review tax. You do.</p> <p>Picture Tuesday standup. The EM drops a screenshot. Three people solved the same auth-boundary question in three private chats. Three answers. Three slightly different error contracts. Zer
Результат
<p>I still start these reviews the same way. Not with a model leaderboard. With the merge queue.</p> <p>A twelve-person squad can mint more unreviewed AI answers in one week than staff engineers can reconcile in a month. That ratio can reverse a “make the free path the default” decision overnight. A viral thread claiming AI already codes better than most developers does not pay the review tax. You do.</p> <p>Picture Tuesday standup. The EM drops a screenshot. Three people solved the same auth-boundary question in three private chats. Three answers. Three slightly different error contracts. Zer
Доказательства
Should a Squad Promote a Free Coding Path to Shared Context? Use This 4-Gate Test
- Дата записи: 2026-09-11T16:30:21.179Z