我们是怎么做到的呢？ 很简单：只让 AI 来做 Review。 AI 不仅能提效，还有一个意想不到的好处，就是减少摩擦。人工 Review 很容易让人觉得是在「挑刺」，但如果是 AI 指出问题，工程师反而会感谢它帮自己排雷。 所以在我们团队里，大家都会相互推荐好用的 AI Review 工具。这种「好用」很难用量化指标衡量，更多取决于工程师的主观体验。 本期播客前半部分是任川的单人分享，后半部分是现场交流，原文约 14500 字，本文经过删减整理后约 5600 字。 任川单人分享 我们公司成立于去年 4 月，一开始就采用了 AI Native 的组织形式，两三个月后，就把 AI 深度嵌入了研发的各个环节，这一年多实践下来，效率和效果都很好。 今天我就会从工作流、人才、组织三个维度，分享我们打造 AI Native 工程团队的经验。 先说第一部分： 如何用 AI 重构研发工作流，把效率提升 10 倍。 所谓「10 倍提效」只是保守说法，实际体感远不止于此。拿 Code Review 举例，这件事即使在效率优化到极致的 Google，平均也要一两天，而我们只需 10 分钟。 在传统工作流里，我们通常会默认所有事都 ...

Core Insights - Notion is focused on creating an "AI workspace" that allows users to interact with AI as a colleague, enhancing productivity in knowledge work [2][4] - The company aims to integrate various SaaS tools into a unified productivity platform, addressing the fragmentation in the current software landscape [4][10] - Notion's approach to product development emphasizes a balance between functionality and user experience, aiming for a score of around 7.5 out of 10 rather than perfection [4][20] Group 1: AI Integration and Product Development - Notion AI was launched in February 2023, ahead of GPT-4, and has since introduced features like Q&A, Meeting Notes, and AI for Work [2][4] - The company views the development of AI products as fundamentally different from traditional software, likening it to "brewing beer" rather than "building bridges," emphasizing the organic nature of AI development [43][44] - Notion is integrating AI capabilities to automate knowledge work, moving from merely providing tools to offering intelligent agents that can perform tasks [41][48] Group 2: Market Position and Strategy - Notion positions itself as a competitor to Microsoft Office and Google Workspace, but focuses on database management and content organization, areas where these competitors have less depth [12][13] - The company aims to consolidate various SaaS tools into a single platform, which is beneficial for AI applications that require context and integration [40][52] - Notion's strategy involves creating a cohesive ecosystem where users can manage multiple tasks without switching between different applications, thus enhancing productivity [39][51] Group 3: User Experience and Learning Curve - Users may initially find Notion overwhelming due to its flexibility and the absence of predefined templates, akin to a box of LEGO bricks [13][14] - The company is working on improving user onboarding and guidance to help users understand the platform's capabilities better [16][17] - Notion's design philosophy aims to make core functionalities user-friendly while allowing for customization and creativity [15][24]