--- title: "How AI is changing Software Engineering: A Conversation with Gergely Orosz, @pragmaticengineer" source_name: "AI Engineer" original_url: "https://www.youtube.com/watch?v=CS5Cmz5FssI" canonical_url: "https://www.traeai.com/articles/a0d08c4d-ff8b-408f-b5ee-bb26122bfb6a" content_type: "video" language: "英文" score: 7.8 tags: ["AI","软件工程","开发工具"] published_at: "2026-04-21T16:00:06+00:00" created_at: "2026-04-22T09:53:33.928128+00:00" --- # How AI is changing Software Engineering: A Conversation with Gergely Orosz, @pragmaticengineer Canonical URL: https://www.traeai.com/articles/a0d08c4d-ff8b-408f-b5ee-bb26122bfb6a Original source: https://www.youtube.com/watch?v=CS5Cmz5FssI ## Summary Gergely Orosz 讨论了 AI 对软件工程的影响，包括开发流程和工具的变化。 ## Key Takeaways - AI 正在改变代码编写、调试和测试的方式。 - 传统软件工程实践可能需要适应 AI 驱动的开发环境。 - 强调了工程师在 AI 时代保持技术敏锐的重要性。 ## Content Title: How AI is changing Software Engineering: A Conversation with Gergely Orosz, ‪@pragmaticengineer‬ URL Source: http://www.youtube.com/watch?v=CS5Cmz5FssI Markdown Content: # How AI is changing Software Engineering: A Conversation with Gergely Orosz, ‪@pragmaticengineer‬ - YouTube Back [![Image 1](http://www.youtube.com/watch?v=CS5Cmz5FssI)](http://www.youtube.com/ "YouTube Home") Skip navigation Search Search with your voice [](http://www.youtube.com/watch?v=CS5Cmz5FssI) [Sign in](https://accounts.google.com/ServiceLogin?service=youtube&uilel=3&passive=true&continue=https%3A%2F%2Fwww.youtube.com%2Fsignin%3Faction_handle_signin%3Dtrue%26app%3Ddesktop%26hl%3Den%26next%3Dhttps%253A%252F%252Fwww.youtube.com%252Fwatch%253Fv%253DCS5Cmz5FssI&hl=en&ec=65620) [![Image 2](http://www.youtube.com/watch?v=CS5Cmz5FssI)](http://www.youtube.com/ "YouTube Home") [](http://www.youtube.com/watch?v=CS5Cmz5FssI) [](http://www.youtube.com/watch?v=CS5Cmz5FssI) [](http://www.youtube.com/watch?v=CS5Cmz5FssI) [](http://www.youtube.com/watch?v=CS5Cmz5FssI) [How AI is changing Software Engineering: A Conversation with Gergely Orosz, @The Pragmatic Engineer](http://www.youtube.com/watch?v=CS5Cmz5FssI) [](http://www.youtube.com/watch?v=CS5Cmz5FssI) Tap to unmute 2x [![Image 3](http://www.youtube.com/watch?v=CS5Cmz5FssI)](http://www.youtube.com/watch?v=CS5Cmz5FssI) ## How AI is changing Software Engineering: A Conversation with Gergely Orosz, @The Pragmatic Engineer AI Engineer 5,793 views 17 hours ago [](http://www.youtube.com/watch?v=CS5Cmz5FssI) Search Copy link Info Shopping ![Image 4](http://www.youtube.com/watch?v=CS5Cmz5FssI) [![Image 5](http://www.youtube.com/watch?v=CS5Cmz5FssI)](http://www.youtube.com/watch?v=CS5Cmz5FssI) If playback doesn't begin shortly, try restarting your device. • You're signed out Videos you watch may be added to the TV's watch history and influence TV recommendations. 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[Learn more](https://support.google.com/youtube/answer/3037019#zippy=%2Ccheck-that-youre-signed-into-youtube) [Sign in](https://accounts.google.com/ServiceLogin?service=youtube&uilel=3&passive=true&continue=https%3A%2F%2Fwww.youtube.com%2Fsignin%3Faction_handle_signin%3Dtrue%26app%3Ddesktop%26hl%3Den%26next%3D%252Fwatch%253Fv%253DCS5Cmz5FssI&hl=en) # How AI is changing Software Engineering: A Conversation with Gergely Orosz, [‪@pragmaticengineer‬](http://www.youtube.com/@pragmaticengineer) [![Image 7](https://yt3.ggpht.com/ajVemEB89DAOemsbfuMY6ZOWXJAACx3cbty9z21jeqRKODaVkDBSRun1b1xfQJljEsziOWS_Mg=s48-c-k-c0x00ffffff-no-rj)](http://www.youtube.com/@aiDotEngineer) [AI Engineer](http://www.youtube.com/@aiDotEngineer) AI Engineer 411K subscribers Subscribe Subscribed 136 Share Save Download Download 5.7K views 17 hours ago 5,793 views • Premiered 17 hours ago Gergely Orosz is a formar Uber and Skyscanner engineer and is the author of [https://www.engguidebook.com/](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbnhCTGk5c0EyRDV1RU1lOU9NYnIyNE9Fc214UXxBQ3Jtc0tseWNlLWhEa05IZXhXQzl1WnFTWDYzX2VwUmdnTWQ5VnFvSzEtOEtIU3Zva3RNMkt0NnVHaW1CRHF6OFlWbDY0VTAwN1NCYmhfZFM5RENsLVNTUEJ2SzkzQ2N1VVN6aDVfcDZjVTN6QjE3R05PQWY3Zw&q=https%3A%2F%2Fwww.engguidebook.com%2F&v=CS5Cmz5FssI) and …...more ...more How this was made Auto-dubbed Audio tracks for some languages were automatically generated. [Learn more](http://support.google.com/youtube/answer/15569972?hl=en) Transcript Follow along using the transcript. Show transcript [![Image 8](http://www.youtube.com/watch?v=CS5Cmz5FssI) ### AI Engineer 411K subscribers](http://www.youtube.com/@aiDotEngineer) [Videos](http://www.youtube.com/channel/UCLKPca3kwwd-B59HNr-_lvA/videos)[About](http://www.youtube.com/channel/UCLKPca3kwwd-B59HNr-_lvA/about) Show less ## Live chat replay See what others said about this video while it was live. Open panel [](http://www.youtube.com/watch?v=CS5Cmz5FssI) # How AI is changing Software Engineering: A Conversation with Gergely Orosz, [‪@pragmaticengineer‬](http://www.youtube.com/@pragmaticengineer) 5,793 views 5.7K views Premiered 17 hours ago 136 Share Save Download Download ## 8 Comments Sort comments Sort by [Top Show featured comments](http://www.youtube.com/watch?v=CS5Cmz5FssI)[Newest Show recent comments, including potential spam](http://www.youtube.com/watch?v=CS5Cmz5FssI) ![Image 9: Default profile photo](https://yt3.ggpht.com/a/default-user=s48-c-k-c0x00ffffff-no-rj) Add a comment... ![Image 10](https://yt3.ggpht.com/ytc/AIdro_khVaDPVtBuHq24c1BgGblDucLKwWZw5wHZ3HnN5XVYkg=s88-c-k-c0x00ffffff-no-rj) ### [@vargonian](http://www.youtube.com/@vargonian) [12 hours ago](http://www.youtube.com/watch?v=CS5Cmz5FssI&lc=UgyKp8g6u64rB5GSG914AaABAg) “Yes you are a manager, without all of the things that no one wants to become a manager for.” This is 1000% on point, and it’s a total game changer for people like me. I’ve never wanted to be a manager for all sorts of reasons that don’t apply to managing AI agents. I am totally ready, willing and able to do the latter. Show less Read more Like 2 Dislike Reply ![Image 11](https://yt3.ggpht.com/YA5YRi6yUHiA9Iys8-XS2DblrJ6bXzHofo03Sij3NZ_HExd5oUc7rmiFvcF1Lyl-v1bDS-mu=s88-c-k-c0x00ffffff-no-rj) ### [@CameronCJE](http://www.youtube.com/@CameronCJE) [16 hours ago](http://www.youtube.com/watch?v=CS5Cmz5FssI&lc=UgxI7bYAnOuWKb0kw5R4AaABAg) Yeah, mech suit! Good to hear someone else feels the same. Show less Read more Like Dislike Reply ![Image 12](https://yt3.ggpht.com/ytc/AIdro_mMna0eqTxI40bTYxEwnQ3fotkoOzfA5jyFEak676LLhHAOgKlANhBVH3zso3FiQTxzlQ=s88-c-k-c0x00ffffff-no-rj) ### [@ValidatingUsername](http://www.youtube.com/@ValidatingUsername) [14 hours ago](http://www.youtube.com/watch?v=CS5Cmz5FssI&lc=UgwODHVEkWCcDEO095N4AaABAg) Im pretty sure I run about a million or two tokens a day depending on how its calculated but three different AIs get soft locked for the day and sometimes go on infinite loops trying to solve the problem im looking at. But brute forcing the solution with genuine engineering insights always gets past that last core token issue with inference. Show less Read more Like 2 Dislike Reply ![Image 13](https://yt3.ggpht.com/ytc/AIdro_laJ3R4fask81Hv1kA5klY-0L4RRiUOfOSpc6wJReg=s88-c-k-c0x00ffffff-no-rj) ### [@smartfusion8799](http://www.youtube.com/@smartfusion8799) [13 hours ago](http://www.youtube.com/watch?v=CS5Cmz5FssI&lc=UgybTZLzumopamS7RXB4AaABAg) I build internal tools and iterate fast on feedback….My token budget is limited to 1x cursor ultra plan. They dont know what could be possible with 2x Show less Read more Like 1 Dislike Reply ![Image 14](https://yt3.ggpht.com/ytc/AIdro_kDGNjyAG-M6zw6mxunXnBaWaZmvHwrBFmJNn5mHjE=s88-c-k-c0x00ffffff-no-rj) ### [@jcwfh](http://www.youtube.com/@jcwfh) [15 hours ago](http://www.youtube.com/watch?v=CS5Cmz5FssI&lc=UgxAmCXtnSVUfNcq2ql4AaABAg) No one serious is maxing tokens for some leaderboard. This is Silicon Valley tall tales, for social media rage. Show less Read more Like 4 Dislike Reply 1 reply Hide replies 1 reply ![Image 15](https://yt3.ggpht.com/ytc/AIdro_nXxZojhkDX_CVltsIQz6DVX992LXK6cizGWnUk3I7fc1m8=s88-c-k-c0x00ffffff-no-rj) ### [@tianwang](http://www.youtube.com/@tianwang) [@tianwang @tianwang](http://www.youtube.com/@tianwang)[13 hours ago (edited)](http://www.youtube.com/watch?v=CS5Cmz5FssI&lc=Ugw5t1OOgyR0FlVDAGV4AaABAg) Give hamsters a wheel and a rotation counter and hamsters will compete for the highest score Show less Read more Like 3 Dislike Reply Top is selected, so you'll see featured comments ## Comments 8 [Top Show featured comments](http://www.youtube.com/watch?v=CS5Cmz5FssI)[Newest Show recent comments, including potential spam](http://www.youtube.com/watch?v=CS5Cmz5FssI) ## In this video Transcript ## Description How AI is changing Software Engineering: A Conversation with Gergely Orosz, [‪@pragmaticengineer‬](http://www.youtube.com/@pragmaticengineer) Gergely Orosz is a formar Uber and Skyscanner engineer and is the author of [https://www.engguidebook.com/](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbmJZaW9acDZkeUhrd1lxUk9hQXhWeHhxeE96UXxBQ3Jtc0tuYnBqWWdBSWVrQVlkMFI0N09YM2FISWJhOFk3dWpaald2UmJJQm94Q3BSbFBRMHdCdlNpd0xaZkVzcFVnZkhESHhpWi1paXZaUmlCZWhpY0IxYzlZclVWUGlUdHQwS3NwTmFzcEtTYjMxeEhVRHZyOA&q=https%3A%2F%2Fwww.engguidebook.com%2F&v=CS5Cmz5FssI) and [https://www.pragmaticengineer.com/](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbVlFRjZKclFyaC1pWllQcFJxa2ZIS2Vld1F4Z3xBQ3Jtc0tsSkQ5RGF4WW9wdWR5NnhQXzBUNDFVdldKbW8zVTVQYWZZOXpMaWpNcV9DcW9BMUw3WXdib3BBSDN0VVUzYnVMQmNRZmJ3OVZheFQyR3VlUVhuZ2pZRFBJRFhLR0lPRURTTHRkUzUtU3hZazcxOG1GMA&q=https%3A%2F%2Fwww.pragmaticengineer.com%2F&v=CS5Cmz5FssI) , the #1 software/AI engineering newsletter on Substack, built from scratch in Amsterdam but read by millions around the world. Speaker info: * [https://x.com/GergelyOrosz](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbFg4eWxKVlEzd25UdlhsSXhRMUFuWGx5bGJFUXxBQ3Jtc0trRXBwZW9EQ0ZGTW1BZ3AweVVrUWtIdlh6NThjbVhlT3NiTEcwcExBd2N5UVozUDJOaEhxZDRjTUd1aUZic2R4WHNZVHJDVlg1NHZMaWJuSnhmQkx2blNFM3ZPWUl4WUszQ2ZiSHNnMk1nZkFyRnJBQQ&q=https%3A%2F%2Fx.com%2FGergelyOrosz&v=CS5Cmz5FssI) * [![Image 16](http://www.youtube.com/watch?v=CS5Cmz5FssI)/the-pragmatic-engineer](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbVlEeXpkY0RvQ2hoenRmdjJQSkxPSWxzYkdld3xBQ3Jtc0trX19yelZPYXdNWVJYejF4c2NZTUVoRVdEVkt2NTE1WDgxVWh1cVdMNE1XeVFoakw2OFpWbTExNlJLM0s0cjk0ZVV0T3MtOHRxeVR3cFdaUDFUV2xwUVFVaE8xTkI2OEp5eEJZc2x1blRjcEQ2b2NkUQ&q=https%3A%2F%2Fnl.linkedin.com%2Fcompany%2Fthe-pragmatic-engineer&v=CS5Cmz5FssI) Timestamps: [0:00](http://www.youtube.com/watch?v=CS5Cmz5FssI) What is token maxing? [5:27](http://www.youtube.com/watch?v=CS5Cmz5FssI&t=327s) Is AI-driven productivity worth the hype? [12:42](http://www.youtube.com/watch?v=CS5Cmz5FssI&t=762s) How the role of the software engineer is changing [14:45](http://www.youtube.com/watch?v=CS5Cmz5FssI&t=885s) Are engineers now engineering managers for AI? [17:31](http://www.youtube.com/watch?v=CS5Cmz5FssI&t=1051s) Large tech infrastructure and internal AI tooling [20:41](http://www.youtube.com/watch?v=CS5Cmz5FssI&t=1241s) Why companies like Shopify invest heavily in AI churn [22:56](http://www.youtube.com/watch?v=CS5Cmz5FssI&t=1376s) Growing The Pragmatic Engineer and finding product-market fit…...more ...more Show less How this was made Auto-dubbed Audio tracks for some languages were automatically generated. [Learn more](http://support.google.com/youtube/answer/15569972?hl=en) Transcript Follow along using the transcript. Show transcript [![Image 17](http://www.youtube.com/watch?v=CS5Cmz5FssI) ### AI Engineer 411K subscribers](http://www.youtube.com/@aiDotEngineer) [Videos](http://www.youtube.com/channel/UCLKPca3kwwd-B59HNr-_lvA/videos)[About](http://www.youtube.com/channel/UCLKPca3kwwd-B59HNr-_lvA/about) ## Transcript NaN / NaN Show chat replay [![Image 18](https://i.ytimg.com/vi/wjk0ulMAkbc/hqdefault.jpg?sqp=-oaymwEmCKgBEF5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLD0EDkn4zb5zJrPPmRCsI0H23rPLw) 29:17](http://www.youtube.com/watch?v=wjk0ulMAkbc) ![Image 19](http://www.youtube.com/watch?v=CS5Cmz5FssI) ### [Taste & Craft: A Conversation with Tuomas Artman, CTO Linear & Gergely Orosz, @The Pragmatic Engineer](http://www.youtube.com/watch?v=wjk0ulMAkbc) AI Engineer 2.4K views • 19 hours ago New [![Image 20](https://i.ytimg.com/vi/am_oeAoUhew/hqdefault.jpg?sqp=-oaymwEmCKgBEF5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLATNKoLQ7T7Es0kqJ1QGNbNaiMRNw) 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