[{"@context":"https:\/\/schema.org\/","@type":"BlogPosting","@id":"https:\/\/blog.terabox.com\/insights\/andrew-ng-coding-agents-future-software-engineering#BlogPosting","mainEntityOfPage":"https:\/\/blog.terabox.com\/insights\/andrew-ng-coding-agents-future-software-engineering","headline":"Andrew Ng: Coding Agents and the Future of Engineering","name":"Andrew Ng: Coding Agents and the Future of Engineering","description":"\ud83d\udcfa Today’s recommended deep-dive video: https:\/\/www.youtube.com\/watch?v=OaRhpwz_TGM Beyond the Code: Andrew Ng on the Agentic Future of Software and EnterpriseThe New Architecture of Software EngineeringTransforming Enterprise Workflows for GrowthEducation and Data in the Agentic AgeKey TakeawaysQ&A Beyond the Code: Andrew Ng... ","datePublished":"2026-07-16","dateModified":"2026-07-16","author":{"@type":"Person","@id":"https:\/\/blog.terabox.com\/author\/flextech-admin\/#Person","name":"flextech-admin","url":"https:\/\/blog.terabox.com\/author\/flextech-admin\/","image":{"@type":"ImageObject","@id":"https:\/\/secure.gravatar.com\/avatar\/ad516503a11cd5ca435acc9bb6523536?s=150&d=mm&r=gforcedefault=1","url":"https:\/\/secure.gravatar.com\/avatar\/ad516503a11cd5ca435acc9bb6523536?s=150&d=mm&r=gforcedefault=1","height":96,"width":96}},"publisher":{"@type":"Organization","name":"terabox","logo":{"@type":"ImageObject","@id":"http:\/\/blog.terabox.com\/wp-content\/uploads\/2021\/11\/logo\u4ea7\u54c1\u540d-\u7ad6\u7248.png","url":"http:\/\/blog.terabox.com\/wp-content\/uploads\/2021\/11\/logo\u4ea7\u54c1\u540d-\u7ad6\u7248.png","width":900,"height":900}},"image":{"@type":"ImageObject","@id":"https:\/\/img.youtube.com\/vi\/OaRhpwz_TGM\/maxresdefault.jpg","url":"https:\/\/img.youtube.com\/vi\/OaRhpwz_TGM\/maxresdefault.jpg","height":"","width":""},"url":"https:\/\/blog.terabox.com\/insights\/andrew-ng-coding-agents-future-software-engineering","video":{"@context":"http:\/\/schema.org\/","@type":"VideoObject","@id":"https:\/\/www.youtube.com\/watch?v=OaRhpwz_TGM#VideoObject","contentUrl":"https:\/\/www.youtube.com\/watch?v=OaRhpwz_TGM","name":"The Future of AI Agents with Andrew Ng | Interrupt 26","description":"Andrew Ng sat down with Harrison Chase for a wide-ranging fireside chat at Interrupt, the agent conference by LangChain. \n\nWatch the full session and get insights on: \n- How fast coding agents have evolved and how the way small teams ship is being reshaped\n- The \"product management bottleneck\" and why accelerating software development just moves the constraint somewhere else\n- How enterprises are getting incremental AI wins but missing the bigger transformation\n- The data architecture rework most companies haven't started yet\n...and so much more\n\nThe Future of AI Agents with Andrew NG | Interrupt 26\n0:00 Welcome and intro\n0:39 What surprised Andrew most in the past year\n1:06 The rise of coding agents\n2:01 The product management bottleneck\n4:50 What background do these new generalist engineers come from\n6:02 How to get into AI software engineering\n7:50 Building blocks, LEGO bricks, and combinatorial development\n8:34 Context Hub and keeping agents up to date\n9:50 DeepLearning.AI, LangChain, and short courses\n10:05 How education is changing with AI\n11:46 LearnDream.ai and interactive learning\n13:29 Enterprise AI adoption: what's working and what isn't\n14:46 The loan underwriting example\n16:44 Cost savings vs. driving growth\n17:11 Good examples of AI driving business growth\n18:27 Measuring ROI\n19:07 Swinging for the fences vs. incremental gains\n22:00 Forward deployed engineers: hype vs. reality\n23:01 Vendor lock-in and preserving optionality\n25:04 LangSmith as a vendor-neutral layer\n25:27 Open source and open-weight models\n26:38 Data strategy before building agents\n28:17 Unstructured data and the coming rearchitecture\n31:22 Closing thoughts\n\nExtra resources:\n\u2022 Everything we shipped at Interrupt: https:\/\/www.langchain.com\/blog\/interrupt-2026-overview\n\u2022 Meet LangSmith Engine: https:\/\/www.langchain.com\/blog\/introducing-langsmith-engine\n\u2022 About LangChain: https:\/\/www.langchain.com\/","thumbnailUrl":["https:\/\/i.ytimg.com\/vi\/OaRhpwz_TGM\/default.jpg","https:\/\/i.ytimg.com\/vi\/OaRhpwz_TGM\/mqdefault.jpg","https:\/\/i.ytimg.com\/vi\/OaRhpwz_TGM\/hqdefault.jpg","https:\/\/i.ytimg.com\/vi\/OaRhpwz_TGM\/sddefault.jpg","https:\/\/i.ytimg.com\/vi\/OaRhpwz_TGM\/maxresdefault.jpg","https:\/\/i.ytimg.com\/vi\/OaRhpwz_TGM\/fhddefault.jpg"],"uploadDate":"2026-06-17T12:34:20+00:00","duration":"PT31M40S","embedUrl":"https:\/\/www.youtube.com\/embed\/OaRhpwz_TGM","publisher":{"@type":"Organization","@id":"https:\/\/www.youtube.com\/channel\/UCC-lyoTfSrcJzA1ab3APAgw#Organization","url":"https:\/\/www.youtube.com\/channel\/UCC-lyoTfSrcJzA1ab3APAgw","name":"LangChain","description":"LangChain enables every company to own their intelligence. LangChain's open, model-agnostic harnesses give teams choice and control over how they build their agent architecture. LangSmith brings testing, deployment, and monitoring together so teams can continuously improve their agents, compound intelligence, and govern them at scale. More than 7,000 customers, including Nvidia, Bridgewater, LinkedIn, Workday, Harvey, and Rippling trust LangSmith to improve their agents across the Agent Development Lifecycle.\n","logo":{"url":"https:\/\/yt3.ggpht.com\/a37xtLmxeZMFCB5Zj4isLgU9hKznc5qceLU4DOfdCdgiZJi0pORPqlc145VTJU6Sne1Ti6RJ=s800-c-k-c0x00ffffff-no-rj","width":800,"height":800,"@type":"ImageObject","@id":"https:\/\/www.youtube.com\/watch?v=OaRhpwz_TGM#VideoObject_publisher_logo_ImageObject"}},"potentialAction":{"@type":"SeekToAction","@id":"https:\/\/www.youtube.com\/watch?v=OaRhpwz_TGM#VideoObject_potentialAction","target":"https:\/\/www.youtube.com\/watch?v=OaRhpwz_TGM&t={seek_to_second_number}","startOffset-input":"required name=seek_to_second_number"},"interactionStatistic":[[{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=OaRhpwz_TGM#VideoObject_interactionStatistic_WatchAction","interactionType":{"@type":"WatchAction"},"userInteractionCount":51294}],{"@type":"InteractionCounter","@id":"https:\/\/www.youtube.com\/watch?v=OaRhpwz_TGM#VideoObject_interactionStatistic_LikeAction","interactionType":{"@type":"LikeAction"},"userInteractionCount":1039}]},"about":["\u300eEnglish\u300f","Insights"],"wordCount":1571,"keywords":["Creative writing","unstructured data"]},{"@context":"https:\/\/schema.org\/","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Insights","item":"https:\/\/blog.terabox.com\/insights\/#breadcrumbitem"},{"@type":"ListItem","position":2,"name":"Andrew Ng: Coding Agents and the Future of Engineering","item":"https:\/\/blog.terabox.com\/insights\/andrew-ng-coding-agents-future-software-engineering#breadcrumbitem"}]}]