Ask HN: 你们如今如何处理代码合规问题?
这是 Hacker News 上的一则提问帖。原帖作者询问社区,在当前的开发实践中,大家是如何处理代码合规(Code compliance)问题的。这通常涉及代码风格统一、安全规范检查、许可证合规、以及是否符合团队或行业标准等方面。帖子旨在了解开发者使用的工具、流程和最佳实践。
这是 Hacker News 上的一则提问帖。原帖作者询问社区,在当前的开发实践中,大家是如何处理代码合规(Code compliance)问题的。这通常涉及代码风格统一、安全规范检查、许可证合规、以及是否符合团队或行业标准等方面。帖子旨在了解开发者使用的工具、流程和最佳实践。
Max Weinbach says he had early access to OpenAI's new model GPT-5.6 Sol, calling it his favorite model by far. He highlights that it never gives up and will keep reasoning until it's done. OpenAI announced that GPT-5.6 Sol, along with Terra and Luna, will launch publicly on Thursday, with preview access expanding globally now.
The US government ordered Anthropic to suspend access to its Fable 5 and Mythos 5 models for all customers, citing a potential jailbreak technique that involved asking the model to review a codebase for vulnerabilities—a capability Anthropic says is available in other public models. Access was abruptly cut off on June 12.
Andrej Karpathy announces the release of Claude Fable 5, the same underlying model as Mythos but with added safeguards. He calls it a major step forward, particularly for long problem-solving sessions on difficult tasks, and describes it as state-of-the-art on nearly all benchmarks with exceptional performance in software engineering, research, and vision.
Roman Storm warns that the legal theory in his case could set a precedent making open-source developers liable for how others use their code, potentially criminalizing the mere publication of privacy, messaging, or crypto tools. He notes that developer Michael Lewellen cannot publish lawful code due to prosecution fears, and argues this chilling effect extends beyond any single case.
Meta's engineering culture is deteriorating under Mark Zuckerberg and Scale AI CEO Alexandr Wang, who have introduced keyboard tracking, reassignments to data labeling, and AI-centric performance metrics. Critics argue this incentivizes performative AI use, drives away experienced engineers, and contributed to a major Instagram hijacking incident caused by AI-written and AI-reviewed code.