--- title: "Great Agent Builders Share These 2 Traits | Max Agency #podcast #agenticai" source_name: "LangChain" original_url: "https://www.youtube.com/shorts/4TJ3AF5UZJM" canonical_url: "https://www.traeai.com/articles/ec2a5297-22dd-46fa-928e-0557cd4a60e1" content_type: "video" language: "中文" score: 7 tags: ["AI代理","产品工程","LangChain","Max Agency","播客"] published_at: "2026-04-30T15:15:00+00:00" created_at: "2026-05-01T01:10:54.799809+00:00" --- # Great Agent Builders Share These 2 Traits | Max Agency #podcast #agenticai Canonical URL: https://www.traeai.com/articles/ec2a5297-22dd-46fa-928e-0557cd4a60e1 Original source: https://www.youtube.com/shorts/4TJ3AF5UZJM ## Summary 探讨顶尖AI代理构建者共有的两大特质：品味与产品思维。前者能敏锐感知LLMs的能力边界，后者快速迭代、贴近用户需求。LangChain CEO在Max Agency播客中深入分析实际构建高效代理系统的方法。 ## Key Takeaways - 顶尖代理构建者具备对LLMs能力的敏锐判断力（品味）。 - 成功的代理构建还需快速迭代、紧密联系客户需求的产品思维。 - Max Agency播客深入探讨真实世界中的代理系统设计、部署及学习经验。 ## Content Title: YouTube URL Source: http://www.youtube.com/shorts/4TJ3AF5UZJM Markdown Content: # YouTube Back [![Image 1](http://www.youtube.com/shorts/4TJ3AF5UZJM)](http://www.youtube.com/ "YouTube Home") Skip navigation Search Search with your voice [](http://www.youtube.com/shorts/4TJ3AF5UZJM) [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%252Fshorts%252F4TJ3AF5UZJM&hl=en&ec=65620) [![Image 2](http://www.youtube.com/shorts/4TJ3AF5UZJM)](http://www.youtube.com/ "YouTube Home") [Home Home](http://www.youtube.com/ "Home")[Shorts Shorts](http://www.youtube.com/shorts/ "Shorts")[Subscriptions Subscriptions](http://www.youtube.com/feed/subscriptions "Subscriptions")[You You](http://www.youtube.com/feed/you "You") ![Image 3](https://yt3.ggpht.com/a37xtLmxeZMFCB5Zj4isLgU9hKznc5qceLU4DOfdCdgiZJi0pORPqlc145VTJU6Sne1Ti6RJ=s48-c-k-c0x00ffffff-no-rj) [@LangChain](http://www.youtube.com/@LangChain/shorts) Subscribe ### [How Listen builds AI Agents that review their own work | Florian Juengermann, CTO](http://www.youtube.com/watch?v=YTTH-0XXEBE&pp=0gcJCc0DYPUE7EpB) ## Great Agent Builders Share These 2 Traits | Max Agency [#podcast](http://www.youtube.com/hashtag/podcast/shorts)[#agenticai](http://www.youtube.com/hashtag/agenticai/shorts) 29 Dislike 0 Share [![Image 4](https://yt3.ggpht.com/a37xtLmxeZMFCB5Zj4isLgU9hKznc5qceLU4DOfdCdgiZJi0pORPqlc145VTJU6Sne1Ti6RJ=s48-c-k-c0x00ffffff-no-rj)](about:invalid#zClosurez) Sign in to confirm you’re not a bot This helps protect our community. [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%252Fshorts%252F4TJ3AF5UZJM&hl=en) ## Comments [Top Show featured comments](http://www.youtube.com/shorts/4TJ3AF5UZJM)[Newest Show recent comments, including potential spam](http://www.youtube.com/shorts/4TJ3AF5UZJM) ## Description Great Agent Builders Share These 2 Traits | Max Agency [#podcast](http://www.youtube.com/hashtag/podcast/shorts)[#agenticai](http://www.youtube.com/hashtag/agenticai/shorts) 29 Likes 821 Views 9h Ago There are two types of engineers who tend to build great agents. The first has taste — they know what LLMs can and can't do, and they feel it when something's off. The second is a product engineer who moves fast, stays close to the customer, and iterates in the real world instead of on a whiteboard. The best agent builders have both. They're reading their own logs, talking to customers, and adapting — not just writing prompts in isolation. This clip is from Max Agency, a podcast about how the best AI agents are actually being built. Hosted by Harrison Chase, CEO of LangChain, each episode goes deep with the builders designing, deploying, and learning from real agent systems in the wild. From architecture decisions to evals, tooling, and failure modes, Max Agency is for people who want to understand what it really takes to build useful agents. [#engineeringlife](http://www.youtube.com/hashtag/engineeringlife/shorts)[#agentbuilder](http://www.youtube.com/hashtag/agentbuilder/shorts)…...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) ![Image 5: Go to video](http://www.youtube.com/shorts/4TJ3AF5UZJM) # Great Agent Builders Share These 2 Traits | Max Agency #podcast #agenticai ![Image 6: Go to channel](http://www.youtube.com/shorts/4TJ3AF5UZJM) @LangChain Next video [](http://www.youtube.com/shorts/4TJ3AF5UZJM) [](http://www.youtube.com/shorts/4TJ3AF5UZJM) [](http://www.youtube.com/shorts/4TJ3AF5UZJM) [](http://www.youtube.com/shorts/4TJ3AF5UZJM) [](http://www.youtube.com/shorts/4TJ3AF5UZJM) [](http://www.youtube.com/shorts/4TJ3AF5UZJM) Tap to unmute 2x [![Image 7](http://www.youtube.com/shorts/4TJ3AF5UZJM)](http://www.youtube.com/shorts/4TJ3AF5UZJM) [](http://www.youtube.com/shorts/4TJ3AF5UZJM) Search Info Shopping ![Image 8](http://www.youtube.com/shorts/4TJ3AF5UZJM) [![Image 9](http://www.youtube.com/shorts/4TJ3AF5UZJM)](http://www.youtube.com/shorts/4TJ3AF5UZJM) 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. To avoid this, cancel and sign in to YouTube on your computer. Cancel Confirm [](http://www.youtube.com/shorts/4TJ3AF5UZJM) Share [](http://www.youtube.com/shorts/4TJ3AF5UZJM "Share link")- [x] Include playlist An error occurred while retrieving sharing information. Please try again later. Watch later Share Copy link ![Image 10](http://www.youtube.com/shorts/4TJ3AF5UZJM) 0:00 [](http://www.youtube.com/shorts/4TJ3AF5UZJM)[](http://www.youtube.com/shorts/4TJ3AF5UZJM "Next (SHIFT+n)") / Live •Watch full video • • [](http://www.youtube.com/shorts/4TJ3AF5UZJM) [](http://www.youtube.com/shorts/4TJ3AF5UZJM) NaN / NaN [](http://www.youtube.com/shorts/4TJ3AF5UZJM)