Great paper from Google on program repair agents inside CI. (bookmark it) They propose FlowAgent, which runs a ReAct-style generate-and-validate loop on pre-submit test failures and shows the fix inside Google's code review tools. Two abstention filters decide whether a fix is worth showing. One runs before execution and one after, so weak suggestions never reach the developer. In a manual review of 195 real failures, 67.18% of its fixes were correct. After the Google-wide launch, it…