--- title: "Building your own software factory — Eric Zakariasson, Cursor" source_name: "AI Engineer" original_url: "https://www.youtube.com/watch?v=rnDm57Py54A" canonical_url: "https://www.traeai.com/articles/2ba2ace7-4373-4d92-b1e7-f90aca3609e4" content_type: "video" language: "其他" score: 0 tags: [] published_at: "2026-04-28T18:00:06+00:00" created_at: "2026-04-30T09:27:28.799171+00:00" --- # Building your own software factory — Eric Zakariasson, Cursor Canonical URL: https://www.traeai.com/articles/2ba2ace7-4373-4d92-b1e7-f90aca3609e4 Original source: https://www.youtube.com/watch?v=rnDm57Py54A ## Summary 该链接指向的是一个YouTube视频页面，而非一篇技术文章。无法从中提取有效信息。 ## Key Takeaways - 该链接指向的是一个YouTube视频页面，而非一篇技术文章 - 无法从中提取有效信息 ## Content Title: How Cursor Codes — Eric Zakariasson, Cursor URL Source: http://www.youtube.com/watch?v=rnDm57Py54A Markdown Content: # How Cursor Codes — Eric Zakariasson, Cursor - YouTube Back [![Image 1](http://www.youtube.com/watch?v=rnDm57Py54A)](http://www.youtube.com/ "YouTube Home") Skip navigation Search Search with your voice [](http://www.youtube.com/watch?v=rnDm57Py54A) [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%253DrnDm57Py54A&hl=en&ec=65620) [![Image 2](http://www.youtube.com/watch?v=rnDm57Py54A)](http://www.youtube.com/ "YouTube Home") [](http://www.youtube.com/watch?v=rnDm57Py54A) [](http://www.youtube.com/watch?v=rnDm57Py54A) [](http://www.youtube.com/watch?v=rnDm57Py54A) [](http://www.youtube.com/watch?v=rnDm57Py54A) [How Cursor Codes — Eric Zakariasson, Cursor](http://www.youtube.com/watch?v=rnDm57Py54A) [](http://www.youtube.com/watch?v=rnDm57Py54A) Tap to unmute 2x [![Image 3](http://www.youtube.com/watch?v=rnDm57Py54A)](http://www.youtube.com/watch?v=rnDm57Py54A) ## How Cursor Codes — Eric Zakariasson, Cursor AI Engineer 13,009 views 1 day ago [](http://www.youtube.com/watch?v=rnDm57Py54A) Search Copy link Info Shopping ![Image 4](http://www.youtube.com/watch?v=rnDm57Py54A) [![Image 5](http://www.youtube.com/watch?v=rnDm57Py54A)](http://www.youtube.com/watch?v=rnDm57Py54A) 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%253DrnDm57Py54A&hl=en) # How Cursor Codes — Eric Zakariasson, Cursor [![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 435K subscribers Subscribe Subscribed 242 Share Save Download Download 13K views 1 day ago 13,009 views • Premiered Apr 28, 2026 Most of us are pair-programming with one agent and stopping there. There's a lot more on the table. This …...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) ## Chapters View all [![Image 8](http://www.youtube.com/watch?v=rnDm57Py54A) #### Workshop introduction and vision for autonomous software factories #### Workshop introduction and vision for autonomous software factories 0:00](http://www.youtube.com/watch?v=rnDm57Py54A) #### [Workshop introduction and vision for autonomous software factories](http://www.youtube.com/watch?v=rnDm57Py54A) 0:00 [![Image 9](http://www.youtube.com/watch?v=rnDm57Py54A) #### Frameworks and stages of agentic autonomy #### Frameworks and stages of agentic autonomy 1:26](http://www.youtube.com/watch?v=rnDm57Py54A&t=86s) #### [Frameworks and stages of agentic autonomy](http://www.youtube.com/watch?v=rnDm57Py54A&t=86s) 1:26 [![Image 10](http://www.youtube.com/watch?v=rnDm57Py54A) #### Establishing scalable, reproducible dev environments for agents #### Establishing scalable, reproducible dev environments for agents 8:58](http://www.youtube.com/watch?v=rnDm57Py54A&t=538s) #### [Establishing scalable, reproducible dev environments for agents](http://www.youtube.com/watch?v=rnDm57Py54A&t=538s) 8:58 [![Image 11](http://www.youtube.com/watch?v=rnDm57Py54A) #### Importance of verifiable systems and automated testing pipelines #### Importance of verifiable systems and automated testing pipelines 10:00](http://www.youtube.com/watch?v=rnDm57Py54A&t=600s) #### [Importance of verifiable systems and automated testing pipelines](http://www.youtube.com/watch?v=rnDm57Py54A&t=600s) 10:00 [![Image 12](http://www.youtube.com/watch?v=rnDm57Py54A) #### Cursor 3 walkthrough: Redesigned agent-first interface #### Cursor 3 walkthrough: Redesigned agent-first interface 10:47](http://www.youtube.com/watch?v=rnDm57Py54A&t=647s) #### [Cursor 3 walkthrough: Redesigned agent-first interface](http://www.youtube.com/watch?v=rnDm57Py54A&t=647s) 10:47 [![Image 13](http://www.youtube.com/watch?v=rnDm57Py54A) #### Cloud agents: Scaling via dedicated VMs and computer control #### Cloud agents: Scaling via dedicated VMs and computer control 15:26](http://www.youtube.com/watch?v=rnDm57Py54A&t=926s) #### [Cloud agents: Scaling via dedicated VMs and computer control](http://www.youtube.com/watch?v=rnDm57Py54A&t=926s) 15:26 [![Image 14](http://www.youtube.com/watch?v=rnDm57Py54A) #### Managing asynchronous workflows and frontloading context #### Managing asynchronous workflows and frontloading context 19:17](http://www.youtube.com/watch?v=rnDm57Py54A&t=1157s) #### [Managing asynchronous workflows and frontloading context](http://www.youtube.com/watch?v=rnDm57Py54A&t=1157s) 19:17 [![Image 15](http://www.youtube.com/watch?v=rnDm57Py54A) #### Automating repetitive tasks to build feedback loops #### Automating repetitive tasks to build feedback loops 24:45](http://www.youtube.com/watch?v=rnDm57Py54A&t=1485s) #### [Automating repetitive tasks to build feedback loops](http://www.youtube.com/watch?v=rnDm57Py54A&t=1485s) 24:45 Transcript Follow along using the transcript. Show transcript [![Image 16](http://www.youtube.com/watch?v=rnDm57Py54A) ### AI Engineer 435K 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=rnDm57Py54A) # How Cursor Codes — Eric Zakariasson, Cursor 13,009 views 13K views Premiered Apr 28, 2026 242 Share Save Download Download ## 17 Comments Sort comments Sort by [Top Show featured comments](http://www.youtube.com/watch?v=rnDm57Py54A)[Newest Show recent comments, including potential spam](http://www.youtube.com/watch?v=rnDm57Py54A) ![Image 17: Default profile photo](https://yt3.ggpht.com/a/default-user=s48-c-k-c0x00ffffff-no-rj) Add a comment... ![Image 18](https://yt3.ggpht.com/ajVemEB89DAOemsbfuMY6ZOWXJAACx3cbty9z21jeqRKODaVkDBSRun1b1xfQJljEsziOWS_Mg=s88-c-k-c0x00ffffff-no-rj) Pinned by @aiDotEngineer ### [@aiDotEngineer](http://www.youtube.com/@aiDotEngineer) [@aiDotEngineer @aiDotEngineer](http://www.youtube.com/@aiDotEngineer)[1 day ago (edited)](http://www.youtube.com/watch?v=rnDm57Py54A&lc=Ugx0JfzVJ3AlhSGUtOx4AaABAg) [0:00:00](http://www.youtube.com/watch?v=rnDm57Py54A) - Workshop introduction and vision for autonomous software factories [0:01:26](http://www.youtube.com/watch?v=rnDm57Py54A&t=86s) - Frameworks and stages of agentic autonomy [0:08:58](http://www.youtube.com/watch?v=rnDm57Py54A&t=538s) - Establishing scalable, reproducible dev environments for agents [0:10:00](http://www.youtube.com/watch?v=rnDm57Py54A&t=600s&pp=0gcJCTAAlc8ueATH) - Importance of verifiable systems and automated testing pipelines [0:10:47](http://www.youtube.com/watch?v=rnDm57Py54A&t=647s) - Cursor 3 walkthrough: Redesigned agent-first interface [0:15:26](http://www.youtube.com/watch?v=rnDm57Py54A&t=926s) - Cloud agents: Scaling via dedicated VMs and computer control [0:19:17](http://www.youtube.com/watch?v=rnDm57Py54A&t=1157s) - Managing asynchronous workflows and frontloading context [0:24:45](http://www.youtube.com/watch?v=rnDm57Py54A&t=1485s) - Automating repetitive tasks to build feedback loops [0:29:28](http://www.youtube.com/watch?v=rnDm57Py54A&t=1768s) - Continual learning: Extracting rules from chat transcripts [0:30:48](http://www.youtube.com/watch?v=rnDm57Py54A&t=1848s) - Scaling management: Moving to nested agent orchestration [0:31:08](http://www.youtube.com/watch?v=rnDm57Py54A&t=1868s) - Strategic takeaways: Human accountability and observability [0:33:39](http://www.youtube.com/watch?v=rnDm57Py54A&t=2019s) - Q&A: Addressing code quality and architectural guardrails [0:53:07](http://www.youtube.com/watch?v=rnDm57Py54A&t=3187s) - Best practices for human-to-agent collaboration and handoffs [1:03:05](http://www.youtube.com/watch?v=rnDm57Py54A&t=3785s) - Maintaining the factory: Managing documentation and specs [1:10:06](http://www.youtube.com/watch?v=rnDm57Py54A&t=4206s) - Integrating Linear and Slack for automated issue triage [1:14:14](http://www.youtube.com/watch?v=rnDm57Py54A&t=4454s) - Local execution: Leveraging Cursor harness locally Show less Read more Like 1 Dislike Reply ![Image 19](https://yt3.ggpht.com/ytc/AIdro_nmOXK-fMGesTZo4EZyfOeRxrJD_dycp-vhl5sp_Vn09wzF0GSsyG6zj-W5iI8PCD6GDA=s88-c-k-c0x00ffffff-no-rj) ### [@fvgrsergfre](http://www.youtube.com/@fvgrsergfre) [24 minutes ago](http://www.youtube.com/watch?v=rnDm57Py54A&lc=UgxjZjBKkTfIVfhqz4l4AaABAg) This was super helpful, thanks! Show less Read more Like Dislike Reply ![Image 20](https://yt3.ggpht.com/HpzZxjK8gwtbGqXl5bZBcQ_lNdL82bx7Cce_hNBV49m9EzRhrCjfepzX7DVFCMzCCbljllc=s88-c-k-c0x00ffffff-no-rj) ### [@gradientO](http://www.youtube.com/@gradientO) [1 day ago](http://www.youtube.com/watch?v=rnDm57Py54A&lc=Ugy50ZRvotqIkgzSoRx4AaABAg&pp=0gcJCSIANpG00pGi) Sony Ericsson is my favorite cursor dev on X Show less Read more Like 4 Dislike Reply ![Image 21](https://yt3.ggpht.com/ytc/AIdro_lWxq3xTzginf40ybeZSHn8B9OGIFNQtgjdelxYQmg=s88-c-k-c0x00ffffff-no-rj) ### [@rajbiswas776](http://www.youtube.com/@rajbiswas776) [1 day ago](http://www.youtube.com/watch?v=rnDm57Py54A&lc=UgxJeOXh4zNh1Q8etMJ4AaABAg) I think he means FactoryAI Show less Read more Like Dislike Reply ![Image 22](https://yt3.ggpht.com/ytc/AIdro_lJ4Bnhk9I2qeMUs0q6Azf4bXOf-c8UCMz6z248LpoTdh9A=s88-c-k-c0x00ffffff-no-rj) ### [@TristanBailey](http://www.youtube.com/@TristanBailey) [1 day ago](http://www.youtube.com/watch?v=rnDm57Py54A&lc=UgyO-ailQZTlGFRmLTJ4AaABAg) Guy dodged so many questions and doesn’t consider cost anywhere. “Just run infinite tokes”. Though he does mention some points of developing a level of trust and just not checking but that is still a risk each team needs to factor and be willing to fix fast later Show less Read more Like 2 Dislike Reply ![Image 23](https://yt3.ggpht.com/ytc/AIdro_lgsxTqWR4D57OIGdrrGUBLG_boEP-fXwICO2n_JCUOnT6p4GWElgZ5CPwizcabKBmDvw=s88-c-k-c0x00ffffff-no-rj) ### [@YashUnited](http://www.youtube.com/@YashUnited) [1 day ago (edited)](http://www.youtube.com/watch?v=rnDm57Py54A&lc=Ugy80U9Tnpqdv3P7dEV4AaABAg&pp=0gcJCSIANpG00pGi) Where do you store the context? Is there a single right place you prefer to store? Show less Read more Like 2 Dislike Reply 4 replies Hide replies 4 replies ![Image 24](https://yt3.ggpht.com/ytc/AIdro_kQb66_r-tkBEn2iZDFhJ2GG4iHBNhSUfLuMmYXH4kfLpzB1eRO46tXEjwegiB59Ph2gg=s88-c-k-c0x00ffffff-no-rj) ### [@Polyglot713](http://www.youtube.com/@Polyglot713) [1 day ago (edited)](http://www.youtube.com/watch?v=rnDm57Py54A&lc=UgyD498QeI2rGEqct0F4AaABAg) The 10x engineer will be, at least for the near-future, about who can orchestrate/manage agents most effectively to produce highly valuable outputs. And who can find cost efficient ways of doing so. Show less Read more Like 2 Dislike Reply 1 reply Hide replies 1 reply ![Image 25](http://www.youtube.com/watch?v=rnDm57Py54A) ### [@chrz49](http://www.youtube.com/@chrz49) [1 hour ago (edited)](http://www.youtube.com/watch?v=rnDm57Py54A&lc=UgxWiLrNy00dwH4R0m14AaABAg) the guy at [54:00](http://www.youtube.com/watch?v=rnDm57Py54A&t=3240s) has no awareness. kept talking. Show less Read more Like Dislike Reply ![Image 26](http://www.youtube.com/watch?v=rnDm57Py54A) ### [@AngryMarkFPV](http://www.youtube.com/@AngryMarkFPV) [1 day ago](http://www.youtube.com/watch?v=rnDm57Py54A&lc=UgyiyqOWTlXmsFmmi2Z4AaABAg) This guy dodged the question at [50:00](http://www.youtube.com/watch?v=rnDm57Py54A&t=3000s&pp=0gcJCTAAlc8ueATH) weak. Show less Read more Like 2 Dislike Reply ![Image 27](http://www.youtube.com/watch?v=rnDm57Py54A) ### [@Solo2121](http://www.youtube.com/@Solo2121) [1 day ago](http://www.youtube.com/watch?v=rnDm57Py54A&lc=Ugzf0epUJsNGcjfUrPd4AaABAg) This talk was terrible. Clearly just Cursor trying to say "Look guys we have software factories too!". It was all just really high level that only glosses over everything OpenAI and StrongDM already laid out better. Show less Read more Like 6 Dislike Reply 1 reply Hide replies 1 reply Top is selected, so you'll see featured comments ## Comments 17 [Top Show featured comments](http://www.youtube.com/watch?v=rnDm57Py54A)[Newest Show recent comments, including potential spam](http://www.youtube.com/watch?v=rnDm57Py54A) ## In this video Chapters Transcript ## Chapters [![Image 28](http://www.youtube.com/watch?v=rnDm57Py54A) #### Workshop introduction and vision for autonomous software factories #### Workshop introduction and vision for autonomous software factories 0:00](http://www.youtube.com/watch?v=rnDm57Py54A) #### [Workshop introduction and vision for autonomous software factories](http://www.youtube.com/watch?v=rnDm57Py54A) 0:00 [![Image 29](http://www.youtube.com/watch?v=rnDm57Py54A) #### Frameworks and stages of agentic autonomy #### Frameworks and stages of agentic autonomy 1:26](http://www.youtube.com/watch?v=rnDm57Py54A&t=86s) #### [Frameworks and stages of agentic autonomy](http://www.youtube.com/watch?v=rnDm57Py54A&t=86s) 1:26 [![Image 30](http://www.youtube.com/watch?v=rnDm57Py54A) #### Establishing scalable, reproducible dev environments for agents #### Establishing scalable, reproducible dev environments for agents 8:58](http://www.youtube.com/watch?v=rnDm57Py54A&t=538s) #### [Establishing scalable, reproducible dev environments for agents](http://www.youtube.com/watch?v=rnDm57Py54A&t=538s) 8:58 [![Image 31](http://www.youtube.com/watch?v=rnDm57Py54A) #### Importance of verifiable systems and automated testing pipelines #### Importance of verifiable systems and automated testing pipelines 10:00](http://www.youtube.com/watch?v=rnDm57Py54A&t=600s) #### [Importance of verifiable systems and automated testing pipelines](http://www.youtube.com/watch?v=rnDm57Py54A&t=600s) 10:00 [![Image 32](http://www.youtube.com/watch?v=rnDm57Py54A) #### Cursor 3 walkthrough: Redesigned agent-first interface #### Cursor 3 walkthrough: Redesigned agent-first interface 10:47](http://www.youtube.com/watch?v=rnDm57Py54A&t=647s) #### [Cursor 3 walkthrough: Redesigned agent-first interface](http://www.youtube.com/watch?v=rnDm57Py54A&t=647s) 10:47 [![Image 33](http://www.youtube.com/watch?v=rnDm57Py54A) #### Cloud agents: Scaling via dedicated VMs and computer control #### Cloud agents: Scaling via dedicated VMs and computer control 15:26](http://www.youtube.com/watch?v=rnDm57Py54A&t=926s) #### [Cloud agents: Scaling via dedicated VMs and computer control](http://www.youtube.com/watch?v=rnDm57Py54A&t=926s) 15:26 [![Image 34](http://www.youtube.com/watch?v=rnDm57Py54A) #### Managing asynchronous workflows and frontloading context #### Managing asynchronous workflows and frontloading context 19:17](http://www.youtube.com/watch?v=rnDm57Py54A&t=1157s) #### [Managing asynchronous workflows and frontloading context](http://www.youtube.com/watch?v=rnDm57Py54A&t=1157s) 19:17 [![Image 35](http://www.youtube.com/watch?v=rnDm57Py54A) #### Automating repetitive tasks to build feedback loops #### Automating repetitive tasks to build feedback loops 24:45](http://www.youtube.com/watch?v=rnDm57Py54A&t=1485s) #### [Automating repetitive tasks to build feedback loops](http://www.youtube.com/watch?v=rnDm57Py54A&t=1485s) 24:45 [![Image 36](http://www.youtube.com/watch?v=rnDm57Py54A) #### Continual learning: Extracting rules from chat transcripts #### Continual learning: Extracting rules from chat transcripts 29:28](http://www.youtube.com/watch?v=rnDm57Py54A&t=1768s) #### [Continual learning: Extracting rules from chat transcripts](http://www.youtube.com/watch?v=rnDm57Py54A&t=1768s) 29:28 [![Image 37](http://www.youtube.com/watch?v=rnDm57Py54A) #### Scaling management: Moving to nested agent orchestration #### Scaling management: Moving to nested agent orchestration 30:48](http://www.youtube.com/watch?v=rnDm57Py54A&t=1848s) #### [Scaling management: Moving to nested agent orchestration](http://www.youtube.com/watch?v=rnDm57Py54A&t=1848s) 30:48 [![Image 38](http://www.youtube.com/watch?v=rnDm57Py54A) #### Strategic takeaways: Human accountability and observability #### Strategic takeaways: Human accountability and observability 31:08](http://www.youtube.com/watch?v=rnDm57Py54A&t=1868s) #### [Strategic takeaways: Human accountability and observability](http://www.youtube.com/watch?v=rnDm57Py54A&t=1868s) 31:08 [![Image 39](http://www.youtube.com/watch?v=rnDm57Py54A) #### Q&A: Addressing code quality and architectural guardrails #### Q&A: Addressing code quality and architectural guardrails 33:39](http://www.youtube.com/watch?v=rnDm57Py54A&t=2019s) #### [Q&A: Addressing code quality and architectural guardrails](http://www.youtube.com/watch?v=rnDm57Py54A&t=2019s) 33:39 [![Image 40](http://www.youtube.com/watch?v=rnDm57Py54A) #### Best practices for human-to-agent collaboration and handoffs #### Best practices for human-to-agent collaboration and handoffs 53:07](http://www.youtube.com/watch?v=rnDm57Py54A&t=3187s) #### [Best practices for human-to-agent collaboration and handoffs](http://www.youtube.com/watch?v=rnDm57Py54A&t=3187s) 53:07 [![Image 41](http://www.youtube.com/watch?v=rnDm57Py54A) #### Maintaining the factory: Managing documentation and specs #### Maintaining the factory: Managing documentation and specs 1:03:05](http://www.youtube.com/watch?v=rnDm57Py54A&t=3785s) #### [Maintaining the factory: Managing documentation and specs](http://www.youtube.com/watch?v=rnDm57Py54A&t=3785s) 1:03:05 [![Image 42](http://www.youtube.com/watch?v=rnDm57Py54A) #### Integrating Linear and Slack for automated issue triage #### Integrating Linear and Slack for automated issue triage 1:10:06](http://www.youtube.com/watch?v=rnDm57Py54A&t=4206s) #### [Integrating Linear and Slack for automated issue triage](http://www.youtube.com/watch?v=rnDm57Py54A&t=4206s) 1:10:06 [![Image 43](http://www.youtube.com/watch?v=rnDm57Py54A) #### Local execution: Leveraging Cursor harness locally #### Local execution: Leveraging Cursor harness locally 1:14:14](http://www.youtube.com/watch?v=rnDm57Py54A&t=4454s) #### [Local execution: Leveraging Cursor harness locally](http://www.youtube.com/watch?v=rnDm57Py54A&t=4454s) 1:14:14 Sync to video time ## Description How Cursor Codes — Eric Zakariasson, Cursor Most of us are pair-programming with one agent and stopping there. There's a lot more on the table. This workshop is about going from one agent to many. We'll start with codebase setup, the foundational work that makes agents effective on their own. Then we'll scale up to running agents in parallel, kicking off async work that keeps going while you context-switch to something else, and setting up automations for the things you're still doing by hand. Speaker info: * [https://x.com/ericzakariasson](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqazNRbjgyekFGUmRHcmpRQ0tKd3U1bWFweFlrZ3xBQ3Jtc0trb3daZFFTcDM0TUJRTjhEQWRxdHpVZmxBUEM0Nm02UklQbkFEZE5fWUY3RzNmUTVqN1FfcWs2aUFLQk9IU2hlSURfOEdfLUVpOTJpSlhqY3NYaHRId1NfVWZmSGpCaDR4Q010dnRHdjFRX1M2WG9XSQ&q=https%3A%2F%2Fx.com%2Fericzakariasson&v=rnDm57Py54A) * [![Image 44](http://www.youtube.com/watch?v=rnDm57Py54A)/ericzakariasson](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbXZkVWlIUWtGbDc5RUl1MzNHV3NDMFJSVVlDZ3xBQ3Jtc0tubjVVZ3VyUnAzSnJVVFBQS1RHdlF0S2cxUlUxdlk4M1JMSGg2MmtZSzZ6bHIyRlI2SGF5NHN2a1ZWVDJKbzgza1hjTEpKVmxfYlEySnBvVGoyeG1JaFJFRTZzYUxnSXhiUkNnS0dKbzQzVjRfakpMRQ&q=https%3A%2F%2Fwww.linkedin.com%2Fin%2Fericzakariasson%2F&v=rnDm57Py54A) * [https://github.com/ericzakariasson](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbWFnRXlaSFd5d294eUxFSEFqMFhuLVV4dFBEUXxBQ3Jtc0tsYnFYdFJCYm9PVkEyNUZMMVd4S09kLXFKX0N0SUZNWDZMaUc1UFFfd0hDQjdZUlc1ME52TWVKYkh3THJyVGYyMXZsRldORTdhR3NPSVdJQUVCRFU1eGxPQTVsTm1HRkplM05DcENxNzJ1VUtLc1lFYw&q=https%3A%2F%2Fgithub.com%2Fericzakariasson&v=rnDm57Py54A) Timestamps: [0:00:00](http://www.youtube.com/watch?v=rnDm57Py54A) - Workshop introduction and vision for autonomous software factories [0:01:26](http://www.youtube.com/watch?v=rnDm57Py54A&t=86s) - Frameworks and stages of agentic autonomy [0:08:58](http://www.youtube.com/watch?v=rnDm57Py54A&t=538s) - Establishing scalable, reproducible dev environments for agents [0:10:00](http://www.youtube.com/watch?v=rnDm57Py54A&t=600s) - Importance of verifiable systems and automated testing pipelines [0:10:47](http://www.youtube.com/watch?v=rnDm57Py54A&t=647s) - Cursor 3 walkthrough: Redesigned agent-first interface [0:15:26](http://www.youtube.com/watch?v=rnDm57Py54A&t=926s) - Cloud agents: Scaling via dedicated VMs and computer control [0:19:17](http://www.youtube.com/watch?v=rnDm57Py54A&t=1157s) - Managing asynchronous workflows and frontloading context [0:24:45](http://www.youtube.com/watch?v=rnDm57Py54A&t=1485s) - Automating repetitive tasks to build feedback loops [0:29:28](http://www.youtube.com/watch?v=rnDm57Py54A&t=1768s) - Continual learning: Extracting rules from chat transcripts [0:30:48](http://www.youtube.com/watch?v=rnDm57Py54A&t=1848s) - Scaling management: Moving to nested agent orchestration [0:31:08](http://www.youtube.com/watch?v=rnDm57Py54A&t=1868s) - Strategic takeaways: Human accountability and observability [0:33:39](http://www.youtube.com/watch?v=rnDm57Py54A&t=2019s) - Q&A: Addressing code quality and architectural guardrails [0:53:07](http://www.youtube.com/watch?v=rnDm57Py54A&t=3187s) - Best practices for human-to-agent collaboration and handoffs [1:03:05](http://www.youtube.com/watch?v=rnDm57Py54A&t=3785s) - Maintaining the factory: Managing documentation and specs [1:10:06](http://www.youtube.com/watch?v=rnDm57Py54A&t=4206s) - Integrating Linear and Slack for automated issue triage [1:14:14](http://www.youtube.com/watch?v=rnDm57Py54A&t=4454s) - Local execution: Leveraging Cursor harness locally…...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) ## Chapters View all [![Image 45](http://www.youtube.com/watch?v=rnDm57Py54A) #### Workshop introduction and vision for autonomous software factories #### Workshop introduction and vision for autonomous software factories 0:00](http://www.youtube.com/watch?v=rnDm57Py54A) #### [Workshop introduction and vision for autonomous software factories](http://www.youtube.com/watch?v=rnDm57Py54A) 0:00 [![Image 46](http://www.youtube.com/watch?v=rnDm57Py54A) #### Frameworks and stages of agentic autonomy #### Frameworks and stages of agentic autonomy 1:26](http://www.youtube.com/watch?v=rnDm57Py54A&t=86s) #### [Frameworks and stages of agentic autonomy](http://www.youtube.com/watch?v=rnDm57Py54A&t=86s) 1:26 [![Image 47](http://www.youtube.com/watch?v=rnDm57Py54A) #### Establishing scalable, reproducible dev environments for agents #### Establishing scalable, reproducible dev environments for agents 8:58](http://www.youtube.com/watch?v=rnDm57Py54A&t=538s) #### [Establishing scalable, reproducible dev environments for agents](http://www.youtube.com/watch?v=rnDm57Py54A&t=538s) 8:58 [![Image 48](http://www.youtube.com/watch?v=rnDm57Py54A) #### Importance of verifiable systems and automated testing pipelines #### Importance of verifiable systems and automated testing pipelines 10:00](http://www.youtube.com/watch?v=rnDm57Py54A&t=600s) #### [Importance of verifiable systems and automated testing pipelines](http://www.youtube.com/watch?v=rnDm57Py54A&t=600s) 10:00 Transcript Follow along using the transcript. Show transcript [![Image 49](http://www.youtube.com/watch?v=rnDm57Py54A) ### AI Engineer 435K 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 50](https://i.ytimg.com/vi/96jN2OCOfLs/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLA7GEO7bTuzGdNl38Zc8ilr3QgU5Q) 29:49](http://www.youtube.com/watch?v=96jN2OCOfLs&pp=ugUEEgJlbg%3D%3D) ![Image 51](http://www.youtube.com/watch?v=rnDm57Py54A) ### [Andrej Karpathy: From Vibe Coding to Agentic Engineering](http://www.youtube.com/watch?v=96jN2OCOfLs&pp=ugUEEgJlbg%3D%3D) Sequoia Capital 149K views • 18 hours ago New [![Image 52](https://i.ytimg.com/vi/-QFHIoCo-Ko/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLCWyFOC1k-WF05rYPgluwxRWIaygQ) 1:36:30](http://www.youtube.com/watch?v=-QFHIoCo-Ko&pp=ugUEEgJlbtIHCQnfCgGHKiGM7w%3D%3D) ![Image 53](http://www.youtube.com/watch?v=rnDm57Py54A) ![Image 54](http://www.youtube.com/watch?v=rnDm57Py54A) ### [Full Walkthrough: Workflow for AI Coding — Matt Pocock](http://www.youtube.com/watch?v=-QFHIoCo-Ko&pp=ugUEEgJlbtIHCQnfCgGHKiGM7w%3D%3D) AI Engineer and Matt Pocock 216K views • 5 days ago New [![Image 55](https://i.ytimg.com/vi/MhHEGMFCEB0/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLC3QGLR7WlFrvGOl_gwlPW6bQ3dzg) 1:01:59](http://www.youtube.com/watch?v=MhHEGMFCEB0&pp=ugUEEgJlbg%3D%3D) ![Image 56](http://www.youtube.com/watch?v=rnDm57Py54A) ### [Codex and Subagents — Vaibhav Srivastav & Katia Gil Guzman, OpenAI](http://www.youtube.com/watch?v=MhHEGMFCEB0&pp=ugUEEgJlbg%3D%3D) AI Engineer 6K views • 17 hours ago New [![Image 57](https://i.ytimg.com/vi/xmkSf5IS-zw/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLA_ohXMD8S2bWfIIvTJjW-U0ej1nQ) 2:13:41](http://www.youtube.com/watch?v=xmkSf5IS-zw) ![Image 58](http://www.youtube.com/watch?v=rnDm57Py54A) ### [How GPT-5, Claude, and Gemini are actually trained and served – Reiner Pope](http://www.youtube.com/watch?v=xmkSf5IS-zw) Dwarkesh Patel 80K views • 16 hours ago New [![Image 59](https://i.ytimg.com/vi/JNyuX1zoOgU/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLB5MmAjhptoaUbIuimnaT048cxb5Q) 40:57](http://www.youtube.com/watch?v=JNyuX1zoOgU&pp=ugUHEgVlbi1VUw%3D%3D) ![Image 60](http://www.youtube.com/watch?v=rnDm57Py54A) ### [Demis Hassabis: Agents, AGI & The Next Big Scientific Breakthrough](http://www.youtube.com/watch?v=JNyuX1zoOgU&pp=ugUHEgVlbi1VUw%3D%3D) Y Combinator 50K views • 19 hours ago New [![Image 61](https://i.ytimg.com/vi/b13m-iuu4XU/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLAj66Im02lhH7NxzDZvpRyP1KoOsw) 10:30](http://www.youtube.com/watch?v=b13m-iuu4XU&pp=ugUHEgVlbi1VUw%3D%3D) ![Image 62](http://www.youtube.com/watch?v=rnDm57Py54A) ### [Github are you joking?](http://www.youtube.com/watch?v=b13m-iuu4XU&pp=ugUHEgVlbi1VUw%3D%3D) The PrimeTime 451K views • 1 day ago New [![Image 63](https://i.ytimg.com/vi/6eBSHbLKuN0/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLBsWOhOiZ1ONvVMut2IMPnSKLD5GA) 28:07](http://www.youtube.com/watch?v=6eBSHbLKuN0) ![Image 64](http://www.youtube.com/watch?v=rnDm57Py54A) ### [Mastering Claude Code in 30 minutes](http://www.youtube.com/watch?v=6eBSHbLKuN0) Anthropic 1.1M views • Streamed 11 months ago [![Image 65](https://i.ytimg.com/vi/YBYUvGOuotE/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLAVSE4r0YAqiddMSjubLHqJSuaEEg) 22:42](http://www.youtube.com/watch?v=YBYUvGOuotE&pp=ugUEEgJlbtIHCQnfCgGHKiGM7w%3D%3D) ![Image 66](http://www.youtube.com/watch?v=rnDm57Py54A) ### [MCP = Mega Context Problem - 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