{"success":true,"count":11,"items":[{"videoId":"0XNkUdzxiZI","chunkIndex":0,"totalChunks":11,"title":"The rise of the professional vibe coder (a new AI-era job) — Part 1 of 11","thumbnail":"https://i.ytimg.com/vi/0XNkUdzxiZI/maxresdefault.jpg","duration":6150,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=0XNkUdzxiZI","keywords":["ai","vibe-coding","software-development","productivity","startup","engineering","design","career"],"normalizedKeywords":["기술 트렌드","프로덕트","커리어·성장"],"targetAudience":[{"who":"비기술 창업자","why":"코딩 경험 없이도 AI로 제품을 만들고 배포하는 방식이 유용함"},{"who":"프로덕트 매니저","why":"AI 시대에 기획·요구사항·실행 경계가 어떻게 바뀌는지 볼 수 있음"},{"who":"엔지니어","why":"AI가 개발자의 역할을 어떻게 증폭·재편하는지 이해하는 데 도움됨"},{"who":"디자이너","why":"엔지니어·PM과의 경계가 흐려지는 제품 제작 흐름을 파악할 수 있음"}],"normalizedAudience":["창업자·스타트업","프로덕트 매니저·기획자","엔지니어·개발자"],"summary":"이 영상은 'professional vibe coder'라는 새로운 AI 시대 직무를 통해, 코딩 능력 자체보다 빠른 실행력, 좋은 판단, 명확한 지시 능력이 더 중요해지는 흐름을 보여준다. 인터뷰이는 비기술 배경이지만 AI 도구를 활용해 내부 도구부터 외부 공개 제품, 마케팅 템플릿, Shopify 연동, 머천다이즈 스토어까지 직접 만들며 일을 확장하고 있다.\n\n핵심 메시지는 AI가 모든 사람을 더 강하게 만들지만, 방향이 없으면 쓰레기를 더 빨리 만들 뿐이라는 점이다. 그래서 앞으로의 핵심 역량은 'AI에 무엇을 어떻게 요청할지'를 정하는 명료함, 그리고 품질과 취향을 판별하는 판단력이라고 강조한다. 동시에 엔지니어·디자이너·PM의 경계가 합쳐지며, 제품을 빨리 실험하고 배포할 수 있는 사람이 각 팀에 필요해지는 미래를 암시한다.","insights":["AI는 능력을 대체하기보다 기존 능력을 증폭한다.","좋은 결과의 핵심은 코딩보다 명확한 질문이다.","비기술자도 실행력과 판단력만 있으면 제품을 만든다.","엔지니어·디자이너·PM의 경계는 점점 흐려진다.","속도는 중요하지만 품질과 취향이 더 희소해진다."],"keyClips":[{"clipId":"0XNkUdzxiZI:c0:3-14","startSegmentIndex":3,"endSegmentIndex":14,"startTime":10.88,"endTime":68.56,"durationSeconds":57.7,"preview":"AI 시대 새 직업","mustSee":true},{"clipId":"0XNkUdzxiZI:c0:55-68","startSegmentIndex":55,"endSegmentIndex":68,"startTime":354.4,"endTime":489.84,"durationSeconds":135.4,"preview":"내부와 외부를 모두","mustSee":false},{"clipId":"0XNkUdzxiZI:c0:71-75","startSegmentIndex":71,"endSegmentIndex":75,"startTime":498.8,"endTime":551.68,"durationSeconds":52.9,"preview":"팀 전체를 돕는 역할","mustSee":false},{"clipId":"0XNkUdzxiZI:c0:81-82","startSegmentIndex":81,"endSegmentIndex":82,"startTime":591.2,"endTime":608.64,"durationSeconds":17.4,"preview":"비기술자의 출발점","mustSee":false}],"curatedSegments":[{"segmentIndex":7,"text":"[music] AI regardless of your background is an amplifier.","startTime":28.82,"endTime":32.399,"durationSeconds":4,"level":"B1","overallScore":5,"rationale":""},{"segmentIndex":9,"text":"[music] >> Feels like an emerging core skill is learning clarity in the ask of the AI.","startTime":36.025,"endTime":41.52,"durationSeconds":5,"level":"B2","overallScore":5.6,"rationale":""},{"segmentIndex":14,"text":"So, you need to be specific. 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Elena brought me on uh early on and you know to cuz she has so many great ideas and like she just needed somebody with the right type of mind mindset and velocity and ownership to just take them away, build them up, get them into production whether they're like based on education or anything go to market or whatever.","startTime":498.8,"endTime":520.9590000000001,"durationSeconds":22,"level":"C1","overallScore":5.8,"rationale":""},{"segmentIndex":3,"text":"You don't need a company to hire you. You can hire yourself as a professional by coder first. [music] You've never coded.","startTime":10.88,"endTime":15.839,"durationSeconds":5,"level":"B2","overallScore":4.4,"rationale":""},{"segmentIndex":6,"text":"These ven diagrams of engineer designer PM used to be very separate. 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So, you know, I'm in that position of like build versus buy.","startTime":480.96,"endTime":486.4,"durationSeconds":5,"level":"B1","overallScore":4.6,"rationale":""},{"segmentIndex":72,"text":"But then obviously the when you're able to ship fast, everybody needs that in an environment that we as a company are now living in which is where the fastest growing startup in history.","startTime":520.9590000000001,"endTime":531.92,"durationSeconds":11,"level":"B2","overallScore":4.4,"rationale":""},{"segmentIndex":74,"text":"So now I'm like shifting a little bit I guess into some of the go to market roles and even building some again internal tools for enterprise team but I'll I'm working on some community tools as well right now as we speak.","startTime":536.32,"endTime":547.36,"durationSeconds":11,"level":"B1","overallScore":4.6,"rationale":""},{"segmentIndex":75,"text":"So, I'm a little bit all over the place, but I kind of thrive in that environment where like I'm given a rough concept, a rough idea, and I'm just tasked to bring it to life as soon as possible.","startTime":547.36,"endTime":551.68,"durationSeconds":4,"level":"B1","overallScore":4.4,"rationale":""}],"generatedAt":"2026-07-06T02:49:52.101Z","keyClipsTotalSec":2433},{"videoId":"0XNkUdzxiZI","chunkIndex":1,"totalChunks":11,"title":"The rise of the professional vibe coder (a new AI-era job) — Part 2 of 11","thumbnail":"https://i.ytimg.com/vi/0XNkUdzxiZI/maxresdefault.jpg","duration":6150,"uploader":"Lenny's Podcast","youtubeUrl":"https://www.youtube.com/watch?v=0XNkUdzxiZI","keywords":["ai-tools","vibe-coding","prompting","product-building","nontechnical-founders","llm","user-experience","design-taste","workflow","creativity"],"normalizedKeywords":["프로덕트","기술 트렌드","디자인"],"targetAudience":[{"who":"비개발자 창업자","why":"코딩보다 AI로 제품을 만드는 사고방식과 한계를 배울 수 있음"},{"who":"프로덕트 매니저","why":"AI 시대의 명확한 요구사항 정의와 실행 방식이 중요함"},{"who":"노코드/바이브코더","why":"도구를 잘 쓰는 핵심 습관과 주의점을 직접 얻을 수 있음"}],"normalizedAudience":["창업자·스타트업","프로덕트 매니저·기획자","지식노동자 일반"],"summary":"이 영상은 비개발자가 AI 도구를 활용해 제품을 만드는 시대에, 코딩 능력보다 더 중요한 역량이 무엇인지 설명한다. 화자는 기술 배경이 없기 때문에 오히려 '불가능해 보이는 것'에 덜 갇히고, Lovable 같은 도구로 크롬 확장, 데스크톱 앱, 영상 생성까지 시도할 수 있었다고 말한다. 다만 진짜 핵심은 코드를 잘 쓰는 것이 아니라, 무엇을 만들지 명확하게 정의하고 agent의 출력을 꼼꼼히 읽는 능력, 그리고 한계와 리스크를 자각하는 태도라고 강조한다.\n\n또한 AI 작업의 병목은 대개 기술이 아니라 명확성, 맥락 제공, 설계 감각에 있다고 본다. 토큰/컨텍스트 한계와 인간의 모호한 요청 습관을 '지니' 비유로 설명하면서, 좋은 결과를 얻으려면 구체적 참조, 충분한 맥락, 정확한 요구를 제공해야 한다고 말한다. 마지막으로 AI로 '만드는 방법'은 해결됐으니 이제는 좋은 디자인, 취향, 사용자 경험, 인간의 감정을 이해하는 능력이 더 중요해졌다고 정리한다.","insights":["AI 시대엔 코딩보다 명확한 요구 정의가 더 중요하다.","비개발자는 '불가능'을 덜 믿기에 더 크게 실험할 수 있다.","속도 최적화보다 문제를 제대로 정의하는 게 먼저다.","프롬프트 품질은 맥락과 구체성이 좌우한다.","이제 승부는 제작기술보다 취향·UX·감각에서 난다."],"keyClips":[{"clipId":"0XNkUdzxiZI:c1:3-14","startSegmentIndex":3,"endSegmentIndex":14,"startTime":610.64,"endTime":722.399,"durationSeconds":111.8,"preview":"비개발자의 강점","mustSee":false},{"clipId":"0XNkUdzxiZI:c1:17-26","startSegmentIndex":17,"endSegmentIndex":26,"startTime":756.399,"endTime":897.279,"durationSeconds":140.9,"preview":"속도보다 명확성","mustSee":true},{"clipId":"0XNkUdzxiZI:c1:27-46","startSegmentIndex":27,"endSegmentIndex":46,"startTime":897.279,"endTime":1050.24,"durationSeconds":153,"preview":"지니와 컨텍스트","mustSee":false},{"clipId":"0XNkUdzxiZI:c1:51-65","startSegmentIndex":51,"endSegmentIndex":65,"startTime":1088.16,"endTime":1198.64,"durationSeconds":110.5,"preview":"이제는 취향의 시대","mustSee":true}],"curatedSegments":[{"segmentIndex":7,"text":"[music] AI regardless of your background is an amplifier.","startTime":28.82,"endTime":32.399,"durationSeconds":4,"level":"B1","overallScore":5,"rationale":""},{"segmentIndex":9,"text":"[music] >> Feels like an emerging core skill is learning clarity in the ask of the AI.","startTime":36.025,"endTime":41.52,"durationSeconds":5,"level":"B2","overallScore":5.6,"rationale":""},{"segmentIndex":14,"text":"So, you need to be specific. 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