--- title: "Enabling Non-Engineers to Build AI Agents & Apps | Retool CEO" source_name: "Product School" original_url: "https://www.youtube.com/watch?v=O-q9brSdRS4" canonical_url: "https://www.traeai.com/articles/a94db848-dd83-44a8-b796-e7df1fc8d18b" content_type: "video" language: "英文" score: 6 tags: ["Retool","AI Agents","Non-Engineers","Apps Development"] published_at: "2026-04-28T13:00:00+00:00" created_at: "2026-05-01T01:06:53.978993+00:00" --- # Enabling Non-Engineers to Build AI Agents & Apps | Retool CEO Canonical URL: https://www.traeai.com/articles/a94db848-dd83-44a8-b796-e7df1fc8d18b Original source: https://www.youtube.com/watch?v=O-q9brSdRS4 ## Summary Retool CEO讨论如何使非工程师人员构建AI代理与应用程序，但正文内容缺失，无法全面评估深度、新颖性与实用性。 ## Key Takeaways - 视频标题暗示讨论非技术人员构建AI应用的方法 - 来源Product School，可能涉及产品实践与教育 - 缺乏正文，无法提取具体结论或学习点 ## Content Title: Enabling Non-Engineers to Build AI Agents & Apps | Retool CEO URL Source: http://www.youtube.com/watch?v=O-q9brSdRS4 Markdown Content: # Enabling Non-Engineers to Build AI Agents & Apps | Retool CEO - YouTube Back [![Image 1](http://www.youtube.com/watch?v=O-q9brSdRS4)](http://www.youtube.com/ "YouTube Home") Skip navigation Search Search with your voice [](http://www.youtube.com/watch?v=O-q9brSdRS4) [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%253DO-q9brSdRS4&hl=en&ec=65620) [![Image 2](http://www.youtube.com/watch?v=O-q9brSdRS4)](http://www.youtube.com/ "YouTube Home") [](http://www.youtube.com/watch?v=O-q9brSdRS4) [](http://www.youtube.com/watch?v=O-q9brSdRS4) [](http://www.youtube.com/watch?v=O-q9brSdRS4) [](http://www.youtube.com/watch?v=O-q9brSdRS4) [Enabling Non-Engineers to Build AI Agents & Apps | Retool CEO](http://www.youtube.com/watch?v=O-q9brSdRS4) [](http://www.youtube.com/watch?v=O-q9brSdRS4) Tap to unmute 2x [![Image 3](http://www.youtube.com/watch?v=O-q9brSdRS4)](http://www.youtube.com/watch?v=O-q9brSdRS4) ## Enabling Non-Engineers to Build AI Agents & Apps | Retool CEO Product School 173 views 2 days ago [](http://www.youtube.com/watch?v=O-q9brSdRS4) Search Copy link Info Shopping ![Image 4](http://www.youtube.com/watch?v=O-q9brSdRS4) [![Image 5](http://www.youtube.com/watch?v=O-q9brSdRS4)](http://www.youtube.com/watch?v=O-q9brSdRS4) 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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In this session, David Hsu, CEO at Retool, shares how they are enabling non-e…...more ...more ## Music 1 songs ![Image 8](http://www.youtube.com/watch?v=O-q9brSdRS4) # Life In Full Color #### Sander Kalmeijer [Music](http://www.youtube.com/channel/UC-9-kyTW8ZkZNDHQJ6FgpwQ) Transcript Follow along using the transcript. Show transcript [![Image 9](http://www.youtube.com/watch?v=O-q9brSdRS4) ### Product School 154K subscribers](http://www.youtube.com/@ProductSchoolSanFrancisco) [Videos](http://www.youtube.com/channel/UC6hlQ0x6kPbAGjYkoz53cvA/videos)[About](http://www.youtube.com/channel/UC6hlQ0x6kPbAGjYkoz53cvA/about)[![Image 10](http://www.youtube.com/watch?v=O-q9brSdRS4) Instagram](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbDhMREJyRVNYR21wbEhTWWF5UUZpcEtKLWgwUXxBQ3Jtc0tsUURocjdTNWVYblczam1UU3BydnhBRmdMQnI0aWJRZWxMNHpKM2FQX3B1VElmano1cTdrTHBMVlRwM29ucFphUWtudWFrN1U5a092cVl5eHNGLUVwLW03Rk5yMUtjM1UxcHptMnBCZ01iZVlpdzhNMA&q=https%3A%2F%2Fwww.instagram.com%2Fproductschool)[![Image 11](http://www.youtube.com/watch?v=O-q9brSdRS4) LinkedIn](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbXp5MzJCM1FZYTVoS2kwbmlQZHpWWDdtNS1xZ3xBQ3Jtc0tuRU9RWTBJNzZjV0ZRNFYtZWlVNHQ5bFliZ2FFWVpDVG5hc0s5TE9DYkhzNjhKNUZXNE40YkVJLS1LTjhGUFh6ZnZuaklSbVNZUFllcGE4QjhSazdTTUNIcG1Ma3AxYlotZG1XYzlVZ2l0eUZuWUdnOA&q=https%3A%2F%2Fwww.linkedin.com%2Fschool%2Fproduct-school%2F)[![Image 12](http://www.youtube.com/watch?v=O-q9brSdRS4) TikTok](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqa1o5MmxJZkpYMnktMG84WEJOamQyMloxSVFsZ3xBQ3Jtc0ttOHgwRWctWlhRdGR1M3h1eUZONlFaSnBiZDdndXFQSjRwUlkwRmhJaWQ2aXJscUdkRXMtMmpCVENLalJGaXY3RW5USEJ1UUFkcTJGSXNDaUM5X0llWW54ZlFaOGxEVktBSmNzQ1cxVEpjcHNsQmZENA&q=https%3A%2F%2Fwww.tiktok.com%2F%40productschool)[![Image 13](http://www.youtube.com/watch?v=O-q9brSdRS4) Twitter](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbnFfaTZKcUFMQ21xWnZjVXhCSXE0MmdXbTRaUXxBQ3Jtc0tsMWdMTTBfUmJVcE42Y2xKVHVQZXZNaTc0REs4a3IwaS1RX1JIdDRhZkl1VzBvT0laZmZib2dmak8wRUR0MnI1UzB2UGNRWk1ZM202SWRrdDM1UnNvcVlEeU1UTEotbDFpTUJveVI1WTF1b191ekxKaw&q=https%3A%2F%2Fwww.twitter.com%2Fproductschool)[![Image 14](http://www.youtube.com/watch?v=O-q9brSdRS4) Facebook](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqa0JpUXlRVWJQZkJSUjhhelhEaGY3Um9hXzExUXxBQ3Jtc0tuVVhUT1lWT25nN2IyV19tTmRraUtHTnZWMURKVFh6bnBKMmdzc2gzM0JvaG9rUnZOMXV1WjRwUElUQktfZi1jTDJNWnRqNWxPcHpwWkFQZFQ4enM2dTlYd0NsOGxEMkNrUU9yd3NONE5vblJkV0tuUQ&q=https%3A%2F%2Fwww.facebook.com%2Fproductschool) Show less [](http://www.youtube.com/watch?v=O-q9brSdRS4) # Enabling Non-Engineers to Build AI Agents & Apps | Retool CEO 173 views 173 views Apr 28, 2026 3 Share Save Download Download ## 0 Comments Sort comments Sort by [Top Show featured comments](http://www.youtube.com/watch?v=O-q9brSdRS4)[Newest Show recent comments, including potential spam](http://www.youtube.com/watch?v=O-q9brSdRS4) ![Image 15: Default profile photo](https://yt3.ggpht.com/a/default-user=s48-c-k-c0x00ffffff-no-rj) Add a comment... ## Comments [Top Show featured comments](http://www.youtube.com/watch?v=O-q9brSdRS4)[Newest Show recent comments, including potential spam](http://www.youtube.com/watch?v=O-q9brSdRS4) ## In this video Transcript ## Description Enabling Non-Engineers to Build AI Agents & Apps | Retool CEO 3 Likes 173 Views Apr 28 2026 🧠 Enabling Non-Engineers to Build AI Agents & Apps How do enterprise leaders turn agentic AI into a durable edge? In this session, David Hsu, CEO at Retool, shares how they are enabling non-engineers to build internal applications and AI agents. Retool is the leading enterprise platform, trusted by 10,000+ companies like Amazon and OpenAI to automate 100M+ hours of work. The conversation dives into the reality of the AI Employee, with David predicting that autonomous agents replacing human work is a business economic inevitability by 2028. What You’ll Learn: ✅ Why Retool builds an agentic layer on top of systems like Snowflake and Salesforce ✅ How vibe coding is turning non-engineers into builders ✅ Why LLMs are smart but handicapped without arms and legs Meet the speakers: * David Hsu, CEO at Retool. See David´s profile here 👉 [https://prdct.school/41LmNVI](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbnBJSERJdmxodGktMnllbXA1bGZaLXRNVVE0UXxBQ3Jtc0tuVmtrY0R5aU56NlZRcTJOOFNOM1dTd2hLV2ktLWxMME5LY2hUMjNsU0pBTVVsWm1oeHFNcm9xN21rNmZpU3pZNlVrRnB5di1SdVpnRng0Q3Npc0FWNWlzY3o4SzlpRVlSZVBGZ3p5RTV6WF9sMzNYZw&q=https%3A%2F%2Fprdct.school%2F41LmNVI&v=O-q9brSdRS4) * Carlos Gonzalez de Villaumbrosia, CEO at Product School. See Carlos' profile here 👉 [https://prdct.school/4uozbr5](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbnYxMmExZkpGcmppV0RrNV8yTVRSazhoNDU3QXxBQ3Jtc0tsdHJnTXdUUW5uZVROQXF1UGI5b0ZteXVyNHVpQXpfUnVaOHNxMGVzYUs2LTZEUGloZWNTRnlRV3ZIQjlqSm8xNlBqelhVMTNuX1M5SHFqa1N5dF9RN2ZGNEpVbGVFV0dJWExjc3RtSkFST1ktYnRZRQ&q=https%3A%2F%2Fprdct.school%2F4uozbr5&v=O-q9brSdRS4) 💼 Make Your Product Team Truly AI-Native with tailored AI training: [https://prdct.school/46Lp0n6](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbm91SlRsbHJOU21CMFBhLWgxTDRmOHdoX0pIQXxBQ3Jtc0trejBrRVR2bzBfV0hHTlczd3dIR0FOWmdqX0FQajMzWjJoODZ4clRxOURLWkdwdDg2Mmp3azdVQXVIRXhxZDhDOHdNQzFGZG5vVEhhQk1INC01eUVYR3RIRm9BN2o1bnViQnl3b2l1MVRuOXdNZERuRQ&q=https%3A%2F%2Fprdct.school%2F46Lp0n6&v=O-q9brSdRS4) 🚀 Learn AI skills and become an AI-Native PM: [https://prdct.school/3RVzRDv](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqblVGWUF1dWEwcUoxckRIeTNzZmVBRlhSdG8yQXxBQ3Jtc0ttQjlsOTF6V3RnMGw0OW1hWkpHT2xFMnFzc2ZWRGUxeFM3bkVFdzJSWnA1c3BJU2FaVS1oZlhRY2tSWmhfclRjRDFaczBRSFB1NmNrQ2pMNnlIQTIzMzA1bkNRX0I0SDJ0RlpwclFycTJDZ3FxWU0wNA&q=https%3A%2F%2Fprdct.school%2F3RVzRDv&v=O-q9brSdRS4) ABOUT US: Product School ( [https://prdct.school/3IHRjtN](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbFMzbFpvWnVlN2NtMkduTGxqWWVTc011UTl5QXxBQ3Jtc0tsdkNfVTU4MWxubTVuQXdGbjBwaER0NEhRWDNtNFlOeHl2cnlSZ0d0WGJiT25TS3czM1RXVFFXa2Q0RmFOMFdIYURJdm03SnlVMlVlOUJja1liZWZsblpnWWtpWEtNemxFYWtrT1hXNVVNYi1sck1jSQ&q=https%3A%2F%2Fprdct.school%2F3IHRjtN&v=O-q9brSdRS4)) is the leader in AI training for Product teams, trusted by Fortune 500 companies and a community of 2M+ professionals. Our expert-led, live, hands-on programs, run by AI-first product leaders, embed practical AI skills to help organizations innovate faster, experiment at scale, and achieve measurable business outcomes.…...more ...more Show less ## Music 1 songs ![Image 16](http://www.youtube.com/watch?v=O-q9brSdRS4) # Life In Full Color #### Sander Kalmeijer [Music](http://www.youtube.com/channel/UC-9-kyTW8ZkZNDHQJ6FgpwQ) Transcript Follow along using the transcript. Show transcript [![Image 17](http://www.youtube.com/watch?v=O-q9brSdRS4) ### Product School 154K subscribers](http://www.youtube.com/@ProductSchoolSanFrancisco) [Videos](http://www.youtube.com/channel/UC6hlQ0x6kPbAGjYkoz53cvA/videos)[About](http://www.youtube.com/channel/UC6hlQ0x6kPbAGjYkoz53cvA/about)[![Image 18](http://www.youtube.com/watch?v=O-q9brSdRS4) Instagram](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbDhMREJyRVNYR21wbEhTWWF5UUZpcEtKLWgwUXxBQ3Jtc0tsUURocjdTNWVYblczam1UU3BydnhBRmdMQnI0aWJRZWxMNHpKM2FQX3B1VElmano1cTdrTHBMVlRwM29ucFphUWtudWFrN1U5a092cVl5eHNGLUVwLW03Rk5yMUtjM1UxcHptMnBCZ01iZVlpdzhNMA&q=https%3A%2F%2Fwww.instagram.com%2Fproductschool)[![Image 19](http://www.youtube.com/watch?v=O-q9brSdRS4) LinkedIn](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbXp5MzJCM1FZYTVoS2kwbmlQZHpWWDdtNS1xZ3xBQ3Jtc0tuRU9RWTBJNzZjV0ZRNFYtZWlVNHQ5bFliZ2FFWVpDVG5hc0s5TE9DYkhzNjhKNUZXNE40YkVJLS1LTjhGUFh6ZnZuaklSbVNZUFllcGE4QjhSazdTTUNIcG1Ma3AxYlotZG1XYzlVZ2l0eUZuWUdnOA&q=https%3A%2F%2Fwww.linkedin.com%2Fschool%2Fproduct-school%2F)[![Image 20](http://www.youtube.com/watch?v=O-q9brSdRS4) TikTok](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqa1o5MmxJZkpYMnktMG84WEJOamQyMloxSVFsZ3xBQ3Jtc0ttOHgwRWctWlhRdGR1M3h1eUZONlFaSnBiZDdndXFQSjRwUlkwRmhJaWQ2aXJscUdkRXMtMmpCVENLalJGaXY3RW5USEJ1UUFkcTJGSXNDaUM5X0llWW54ZlFaOGxEVktBSmNzQ1cxVEpjcHNsQmZENA&q=https%3A%2F%2Fwww.tiktok.com%2F%40productschool)[![Image 21](http://www.youtube.com/watch?v=O-q9brSdRS4) Twitter](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqbnFfaTZKcUFMQ21xWnZjVXhCSXE0MmdXbTRaUXxBQ3Jtc0tsMWdMTTBfUmJVcE42Y2xKVHVQZXZNaTc0REs4a3IwaS1RX1JIdDRhZkl1VzBvT0laZmZib2dmak8wRUR0MnI1UzB2UGNRWk1ZM202SWRrdDM1UnNvcVlEeU1UTEotbDFpTUJveVI1WTF1b191ekxKaw&q=https%3A%2F%2Fwww.twitter.com%2Fproductschool)[![Image 22](http://www.youtube.com/watch?v=O-q9brSdRS4) Facebook](https://www.youtube.com/redirect?event=Watch_SD_EP&redir_token=QUFFLUhqa0JpUXlRVWJQZkJSUjhhelhEaGY3Um9hXzExUXxBQ3Jtc0tuVVhUT1lWT25nN2IyV19tTmRraUtHTnZWMURKVFh6bnBKMmdzc2gzM0JvaG9rUnZOMXV1WjRwUElUQktfZi1jTDJNWnRqNWxPcHpwWkFQZFQ4enM2dTlYd0NsOGxEMkNrUU9yd3NONE5vblJkV0tuUQ&q=https%3A%2F%2Fwww.facebook.com%2Fproductschool) ## Transcript NaN / NaN [![Image 23](https://i.ytimg.com/vi/cqMpTbTrMW4/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLABZTgVGmwVT_08gxhyeyIRwggvZQ) 1:38:36](http://www.youtube.com/watch?v=cqMpTbTrMW4&pp=0gcJCd4KAYcqIYzv) ![Image 24](http://www.youtube.com/watch?v=O-q9brSdRS4) ![Image 25](http://www.youtube.com/watch?v=O-q9brSdRS4) ### [AI Insider: The Fastest Way To Use AI Agents In Your Business, Content & Life (Open Claw & Claude)](http://www.youtube.com/watch?v=cqMpTbTrMW4&pp=0gcJCd4KAYcqIYzv) The Calum Johnson Show and Allie K Miller 128K 3d ago New [![Image 26](https://i.ytimg.com/vi/YdEkXxZQ0bU/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLDJJm9RzryC1Z_Fv6nO5mMGtJArng) 39:46](http://www.youtube.com/watch?v=YdEkXxZQ0bU) ![Image 27](http://www.youtube.com/watch?v=O-q9brSdRS4) ### [AI-Powered Video for Team Collaboration | Descript CEO](http://www.youtube.com/watch?v=YdEkXxZQ0bU) Product School 44 11h ago New [![Image 28](https://i.ytimg.com/vi/69Kju1DHT2Q/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLBGGI_fZmrSdNXqmoiEoFv1GeZONg) 4:10](http://www.youtube.com/watch?v=69Kju1DHT2Q) ![Image 29](http://www.youtube.com/watch?v=O-q9brSdRS4) ### [Alphabet Stock SURGES After Massive Earnings Beat | Google AI & Cloud Growth Explained](http://www.youtube.com/watch?v=69Kju1DHT2Q) The Dark Hour Finance 9 8h ago New [![Image 30](https://i.ytimg.com/vi/4cFTf2yIYZE/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLAMikQ4uic4ZK-nNc5D67q8HEOelw) 22:19](http://www.youtube.com/watch?v=4cFTf2yIYZE&pp=ugUEEgJlbg%3D%3D) ![Image 31](http://www.youtube.com/watch?v=O-q9brSdRS4) ### [Donald Trump embarrasses CNN’s Kaitlan Collins in brutal swipe](http://www.youtube.com/watch?v=4cFTf2yIYZE&pp=ugUEEgJlbg%3D%3D) Sky News Australia 448K 23h ago New [![Image 32](https://i.ytimg.com/vi/e1qcWOxJHj0/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLDZuCA_sWPaFsOPHDe0awIzzMB6Nw) 11:22](http://www.youtube.com/watch?v=e1qcWOxJHj0) ![Image 33](http://www.youtube.com/watch?v=O-q9brSdRS4) ### [Victor Davis Hanson: Iran Is Breaking Down, and the Ripple Effects Are Just Beginning](http://www.youtube.com/watch?v=e1qcWOxJHj0) The Daily Signal 175K 3h ago New [![Image 34](https://i.ytimg.com/vi/vgCYYrhL-kE/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLDwFqmrLS9X1LwKX8j4jYjSIgwseg) 12:55](http://www.youtube.com/watch?v=vgCYYrhL-kE&pp=ugUEEgJlbg%3D%3D) ![Image 35](http://www.youtube.com/watch?v=O-q9brSdRS4) ### [Inside the shocking rise of BYD, China’s top EV maker](http://www.youtube.com/watch?v=vgCYYrhL-kE&pp=ugUEEgJlbg%3D%3D) Bloomberg Television 1.6M 5d ago New [![Image 36](https://i.ytimg.com/vi/sSFIG1fDOkU/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLAda_CAdW2l2NRs6b_ZuVz6z7-VbQ) 35:31](http://www.youtube.com/watch?v=sSFIG1fDOkU) ![Image 37](http://www.youtube.com/watch?v=O-q9brSdRS4) ### [Zoom CPO on Rebuilding the Future of Work with Agentic AI](http://www.youtube.com/watch?v=sSFIG1fDOkU) Product School 449 2w ago [![Image 38](https://i.ytimg.com/vi/UAstQZld1tU/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLB-Lf_qtQXZk5jz3FFrP5KXsR9dSw) 6:09](http://www.youtube.com/watch?v=UAstQZld1tU) ![Image 39](http://www.youtube.com/watch?v=O-q9brSdRS4) ### [Hegseth faces Sen. 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