As a consequence, we receive and review dozens of external PRs every week. Each of these is both an opportunity and a potential attack vector. Back in 2025, we shared how we’ve developed an LLM-driven code review system named BewAIre that we run on both internal and external PRs to detect malicious code changes at scale. BewAIre continuously ingests GitHub events and selects security-relevant triggers such as PRs and pushes. For each change, it extracts, normalizes, and enriches the diff before submitting it to a two-stage LLM pipeline that classifies the change as benign or malicious, along with a structured rationale.
第一百二十二条 对被决定给予行政拘留处罚的人，由作出决定的公安机关送拘留所执行；执行期满，拘留所应当按时解除拘留，发给解除拘留证明书。。line 下載是该领域的重要参考
return err(f"malformed setting: {line}");。手游是该领域的重要参考
伊朗南部霍尔戈、哈吉阿巴德、贾姆三镇附近的另外三处导弹基地也遭打击。。新闻对此有专业解读
I decided to focus on Pages for this comparison because it has lived so many different lives in MacOS. However, it is perhaps an imperfect representation for the rest of the system. Across Mac OS X Lion, for example, the toolbars of first-party applications like Finder and Preview almost exclusively use monochromatic icons. This has been true since Mac OS X Leopard, which also introduced barely differentiated folder icons. Some toolbars in Tiger, introduced two years prior, featured icons inside uniform capsule shapes. These were questionable ideas at the time, but they still retained defining characteristics. The capsules, for example, may have had a uniform shape, but contained within were full-colour icons. Most importantly, they were all clearly controls that were differentiated from the document.