For the founders of JetStream Security, a San Francisco–based startup built by veterans of CrowdStrike, SentinelOne, and Cohesity, it’s an example of the problem they’re trying to solve. Companies are racing to deploy AI agents and custom-built models, but most have no way to map what those systems are doing, no inventory of unauthorized AI tools their employees are quietly running, and no kill switch for when something goes wrong.
承认自己“坐不了守成的位”，并不是承认无能，而是承认“心智模式的特异性”和“时间资源的稀缺性”。
。旺商聊官方下载对此有专业解读
Coding Agent 的 Token 消耗和工程项目里 API 的 Token 消耗基本上会有数量级的差异。开发一个新项目或者运行一个复杂的 Skill，Coding Agent 可以轻松花费几千万上亿的 Token，这还是上下文管理做得比较好的情况。所以建议还是把公用的方法抽象成工具 API 调用以降低成本。
[Optional] Overlapping Unit Tests for Classes - where individual classes or groups of classes are tested. I call them “overlapping”, because in most cases they will test the same code elements as Sociable Unit Tests, but they come in handy in rare cases when better coverage is needed.
Москвичей предупредили о резком похолодании09:45