practical 
 guide to 
 building agents Contents What is an agent? 4 When should you build an agent? 5 Agent design foundations 7 Guardrails 24 Conclusion 32 2 Practical guide to building agents Introduction you’ll have the foundational knowledge you need to confidently start building your first agent. 3 A practical guide to building agents What is an agent? While conventional software enables users to always operating within clearly defined guardrails. 4 A practical guide to building agents When should you build an agent? Building agents requires rethinking how your systems make decisions and handle complexity

分析手段和调查报告等多种形式，绘制一份 2021 年中国开源世界的地图。 In early 2016, KaiYuanShe released the 2015 China Open Source Community Attendance Survey Report. In the following years, it continued to release developer survey reports information (including work information and developer technical information) and open source community participation. 通过 44 项左右问题的统计调查与分析，我们希望能够还原出当前中国开源社区的真实现状， 从而为开源的后来人提供权威的参考。 Through the statistical open source community, so as to provide an authoritative reference for the later generations of open source. 调查对象 ：覆盖开发者、社区成员、贡献者、学生、政府企业管理人员 Target: Covering developers, community members, contributors

get the builds from the KDE community website [https://binary-factory.kde.org] or from the Flathub Maintainers [https://flathub.org/apps/details/org.kde.krita]. The KDE community website only offers nightly name in the about box just like developers. Of course, there are also some disadvantages: when building from the current development source repository you also get all the unfinished features. It might document. Clearly Python gives you quite a lot of control to automate Krita. Over time we expect the community to write all kinds of scripts that you can use simply by pasting them in the scripter. But what

to 7MM Developers Y/Y Developers Building with Gemini, MM AI Development Trending = Unprecedented Note: Per Google in 5/25, ‘Over 7 million developers are building with Gemini, five times more than non-users with little to no interest in adopting AI within the next 12 months. Source: OpenAI, ‘Building an AI-Ready Workforce: A Look at College Student ChatGPT Adoption in the US’ (2/25) AI User + Usage charge; they’re not just experimenting with agents, but deploying them, investing in frameworks and building ecosystems around autonomous execution. What was once a messaging interface is becoming an action

get the builds from the KDE community website [https://binary-factory.kde.org] or from the Flathub Maintainers [https://flathub.org/apps/details/org.kde.krita]. The KDE community website only offers nightly document. Clearly Python gives you quite a lot of control to automate Krita. Over time we expect the community to write all kinds of scripts that you can use simply by pasting them in the scripter. But what associated with a specific clip by going to File ‣ Import Animation Frames. From there, slowly start building up your animation. During the sketching phase it may also help to work on a low resolution, like

24，因此当帧⻓为 3 时，可推算出导⼊图像序列的理想源帧速 率为 8，这和我们将要导⼊的序列是⼀致的。 点击 确定 之后，这个图像序列会被导⼊到⼀个新的动画图层。 参考资料 https://community.kde.org/Krita/Docs/AnimationGuiFeat uresList ⽂中例⼦所⽤的 Libre pixel cup male walkcycle [https://opengameart 图像格式 优化图像 元数据处理 ⽤⼾⽀持指引 数位板⽀持 动画功能 洋葱⽪视图问题 程序崩溃 其他可被快速解决的问题 给技术⽀持⼈员的建议 指导⽤⼾分享⽂件 Technical Pages Building Krita from Source CMake Settings for Developers Enable static analyzer Introduction to Hacking Krita ⽹络聊天室。先前往 webchat.kde.org ⽹站并创建⼀ 个 Matrix 账⼾，然后加⼊ #krita:kde.org 频道。Matrix 的详细使 ⽤⽅式请访问 此⻚⾯ [https://community.kde.org/Matrix] 。但更重要 的是在 KDE Identity ⽹站 [https://identity.kde.org/] 上⾯创建⼀个账 ⼾，这个账⼾可以⽤来访问我们的开发平台：invent

24，因此当帧长为 3 时，可推算出导 入图像序列的理想源帧速率为 8，这和我们将要导入的序列是一致的。 点击 确定 之后，这个图像序列会被导入到一个新的动画图层。 参考资料 https://community.kde.org/Krita/Docs/AnimationGuiFeaturesList 文中例子所用的 Libre pixel cup male walkcycle [https://opengameart 图像格式 优化图像 元数据处理 用户支持指引 数位板支持 动画功能 洋葱皮视图问题 程序崩溃 其他可被快速解决的问题 给技术支持人员的建议 指导用户分享文件 Technical Pages Building Krita from Source CMake Settings for Developers Enable static analyzer Introduction to Hacking Krita 室。先前往 webchat.kde.org 网站并创建一个 Matrix 账户，然后加入 #krita:kde.org 频道。Matrix 的详细使用方式请访问 此页面 [https://community.kde.org/Matrix] 。但更重要的是在 KDE Identity 网站 [https://identity.kde.org/] 上面创建一个账户，这个账户可以用来访问我们的开发平

Started About Blender Introduction Blender’s History About Free Software and the GPL The Blender Community Installing Blender System Requirements Download Blender Configuring Blender Introduction Configuring Features Blender’s History Version/Revision Milestones About Free Software and the GPL The Blender Community Independent Sites Getting Support Development Blender Chat Other Useful Links Introduction Welcome architecture, enabling fast and efficient creation workflow. It boasts active community support, see blender.org/community for an extensive list of sites. It has a small executable, which is optionally

Started About Blender Introduction Blender’s History About Free Software and the GPL The Blender Community Installing Blender System Requirements Download Blender Configuring Blender Introduction Configuring Features Blender’s History Version/Revision Milestones About Free Software and the GPL The Blender Community Independent Sites Getting Support Development Blender Chat Other Useful Links Introduction Welcome architecture, enabling fast and efficient creation workflow. It boasts active community support, see blender.org/community for an extensive list of sites. It has a small executable, which is optionally

前由 Tyson Tan (钛山) 进行协调，不懂之处可通过电子邮件 (tds00@qq.com) 联 系。 要获取如何加入 KDE 本地化 (翻译) 工作的信息，请访问 https://community.kde.org/Get_Involved/translation 网站。 参考资料 https://answers.launchpad.net/krita-ru/+faqs 参与者手册 动画功能 绘图纸外观问题 程序崩溃 其他可被快速解决的问题 给技术支持人员的建议 指导用户分享文件 Technical Pages Brush GUI Design with Lager Building Krita from Source CMake Settings for Developers Enable static analyzer How to patch Qt Introduction 网络聊天 室。先前往 webchat.kde.org 网站并创建一个 Matrix 账户，然后加入 #krita:kde.org 频道。Matrix 的详细使用方式请访问此页面 [https://community.kde.org/Matrix]。但更重要的是在 KDE Identity 网站 [https://identity.kde.org/] 上面创建一个账户，这个账户可以用来访问我们的开发 平台：invent