{"url": "https://maven.com/p/df987a/practical-ai-prompt-engineering-with-no-code", "core": {"title": "Practical AI Prompt Engineering with No Code", "slug": "df987a", "id": 925, "page_type": "workshop", "description": "There's lot's of fancy AI demos on the internet, but AI is not just for the technical. AI democratizes tool building so that anyone, even those without technical backgrounds, can build tools that save time, increase leverage, and give people superpowers. In this lesson, you'll learn detailed step-by-step prompts  that Siqi uses to build AI tools without eng support.", "start_datetime": "2024-05-06T19:30:00Z", "duration_min": 30, "is_recording_public": true, "has_internal_recording": true, "instructor_name": "Siqi Chen", "instructor_title": "Founder & CEO of Runway", "instructor_headline": null, "course_name": null, "course_slug": null, "school_name": "Siqi Chen", "school_slug": "siqi-chen", "chapter_count": 12}, "next_data": {"props": {"pageProps": {"apiSchool": {"id": 10372, "slug": "siqi-chen", "name": "Siqi Chen", "is_stripe_connected": false, "stripe_connect_account_id": null, "zoom_auth_version": 2, "verified": null, "timezone": "America/Los_Angeles", "support_email": null, "school_tags": [], "instructor_bio": null}, "pageType": "workshop", "school": {"id": 10372, "slug": "siqi-chen", "name": "Siqi Chen", "is_stripe_connected": false, "stripe_connect_account_id": null, "zoom_auth_version": 2, "verified": null, "timezone": "America/Los_Angeles", "support_email": null, "school_tags": [], "instructor_bio": null}, "course": null, "contentPageSlug": "df987a", "contentPage": {"id": 925, "school_id": 10372, "slug": "df987a", "content_page_type": "workshop", "sections": [{"uuid": "3c9748e7-475d-4c2b-b0bf-14d777bfaf0b", "title": "Practical AI Prompt Engineering with No Code", "version": 1, "image_url": "https://d2426xcxuh3ht5.cloudfront.net/phIzcQgWQHa714eZ5oQu_Lightninglesson_Social_Siqi@2x.jpg", "is_visible": true, "topic_desc": "There's lot's of fancy AI demos on the internet, but AI is not just for the technical. AI democratizes tool building so that anyone, even those without technical backgrounds, can build tools that save time, increase leverage, and give people superpowers. In this lesson, you'll learn detailed step-by-step prompts  that Siqi uses to build AI tools without eng support.", "brand_logos": {"label": "Previously at", "logos": [{"name": "Zynga", "type": "logo", "uuid": "1f24a56e-4bae-4545-9323-97fa1b6955ad", "file_type": "svg", "image_url": "https://asset.brandfetch.io/id9AUlJP95/id1U18Tqhz.svg"}, {"name": "Postmates", "type": "logo", "uuid": "8aabcd4f-5aec-4f55-9586-d43a573da448", "file_type": "svg", "image_url": "https://asset.brandfetch.io/idaRpsGay1/idTz8wlkH1.svg"}, {"name": "runway.com", "type": "icon", "uuid": "8e17cc04-e4f5-4045-b46d-0e337dcdf8db", "file_type": "png", "image_url": "https://asset.brandfetch.io/idEhBjaEDO/idGTPZnoyv.png"}]}, "section_type": "main", "instructor_infos": [{"name": "Siqi Chen", "uuid": "a36d24b4-3b94-4170-ac59-cb50ded60668", "title": "Founder & CEO of Runway", "bio_html": "<p>Siqi is the founder and CEO of Runway, an a16z-backed startup. Previously, he served as VP of Growth at Postmates, CEO of Hey, Inc, and Head of Product at Zynga.</p>", "image_url": "https://d2426xcxuh3ht5.cloudfront.net/LSRo0U56SkakX7QHSwHY_siqi.jpeg"}], "learning_outcomes": [{"uuid": "6cd99ae3-beeb-4427-9505-639bdd651636", "title": "How AI gives you superpowers", "description": "Why AI is the greatest invention since fire, but you don't need to be technical to leverage it"}, {"uuid": "82db263c-5a57-46d0-adc4-529107be378f", "title": "Get step-by-step prompts", "description": "Hands-on demo of real AI tools built at Runway"}, {"uuid": "6ea6fc40-dc81-4592-b468-a9ec31c6e77d", "title": "Build AI culture", "description": "How to build an AI culture in your own teams"}]}], "created_at": "2026-02-12T20:52:33.340542Z", "updated_at": null, "theme": null, "attrs": {"type": "workshop", "is_canceled": false, "is_delisted": false, "connected_course_id": 11277, "course_stripe_promo_code_id": null}, "school_event": {"id": 925, "slug": null, "title": "Practical AI Prompt Engineering with No Code", "description": null, "start_datetime": "2024-05-06T19:30:00Z", "end_datetime": "2024-05-06T20:00:00Z", "start_date": "2024-05-06", "start_time": "12:30:00", "duration_min": 30, "timezone": "America/Los_Angeles", "has_internal_recording": true, "is_recording_public": true}, "num_signups": 1832}, "relatedWorkshops": [], "exploreCourses": [{"objectID": "10930", "school_id": 10069, "school_name": "Superlinear Academy", "school_slug": "superlinear", "course_id": 10930, "course_name": "Build with AI: Mindset, Habits & Tools for the Next 20 Years", "course_slug": "aibuilders", "course_description": "We show you what's possible with AI, then take you there.", "clp_hero_media": {"media_type": "image_url", "image_url": "https://d2426xcxuh3ht5.cloudfront.net/t77Lbf0xQrW0jvEqLIb7_background no code.jpg", "youtube_video_id": "dQw4w9WgXcQ", "vimeo_video_id": null}, "instructor_infos": [{"name": "Yuzheng Sun, PhD", "image_url": "https://d2426xcxuh3ht5.cloudfront.net/wFs4m5DhT8qTXOHGEVdQ_f885f69f95bfd1a4e6f02a97d36b6ebd.JPG", "image_url_no_bg": "https://user-assets.maven.com/instructor-no-bg/wFs4m5DhT8qTXOHGEVdQ_f885f69f95bfd1a4e6f02a97d36b6ebd.JPG", "uuid": "ae7f092a-797c-4b83-8fb7-f21b5f7da673", "bio_html": "<p>As an economist and data scientist, I’ve been applying AI at FAANG companies and producing educational videos about AI since 2017. I exchange understanding with top AI experts on <a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://youtube.com/channel/UC_5lJHgnMP_lb_VpIiXV0hQ/\">my YouTube</a>. My insights were crystallized in 2023 with the influential Chinese article, <a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://yuzheng.substack.com/\"><em>The Five Critical Questions about ChatGPT</em></a><em> </em>— most of my contrarian predictions are now reality.</p><p>Yet, even with a strong foundation, I experienced the common struggle: translating theory into reliable, hands-on applications. My breakthrough came learning from Dr. Yan Wang, a true 10x engineer whose GenAI mastery is evident in <a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://www.superlinear.academy/c/ai-resources\">his blog</a> and <a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://github.com/grapeot\">Git</a>.</p><p>This course is the distillation of my year-long journey with him, designed to help you avoid every mistake, master best practices, and achieve maximum results as efficiently as possible. </p>", "headline": "Founder | Meta/Amazon/Statsig/Tencent", "title": "Prev. Evangelist @ Statsig (Acq. by OpenAI), AI Director @ Tencent; Meta/Amazon", "linkedin_url": "https://www.linkedin.com/in/yuzhengsun/", "twitter_handle": null, "custom_social_link": "ai-builders.com", "logos": {"logos": [{"image_url": "https://asset.brandfetch.io/id-RAV6k35/idS-JU7f_J.svg", "type": "logo", "file_type": "svg", "uuid": "8ef3f73e-b87e-43c4-b350-3322fa3d78ab", "name": "Statsig"}, {"image_url": "https://asset.brandfetch.io/idWvz5T3V7/idpvCl_Ipb.svg", "type": "logo", "file_type": "svg", "uuid": "c4779cd7-c53e-4623-bdbc-6919152de435", "name": "Meta"}, {"image_url": "https://asset.brandfetch.io/idawOgYOsG/idEqxL5YFw.svg", "type": "logo", "file_type": "svg", "uuid": "045972d9-d9a7-4759-9154-1c8fc8620dd6", "name": "Amazon"}, {"image_url": "https://asset.brandfetch.io/idSP6Y3pXZ/idjqSiLmQG.svg", "type": "logo", "file_type": "svg", "uuid": "5e140709-05f3-49f2-8573-c5fd028046cf", "name": "Boston Consulting Group (BCG)"}, {"image_url": "https://asset.brandfetch.io/idngpUC1iB/idMZW9uBav.svg", "type": "logo", "file_type": "svg", "uuid": "a1773c67-57f3-4cb9-a084-d05d72c02d8d", "name": "Tencent Games"}], "label": "Founder of Superlinear Academy. Prev. Statsig, Tencent, Meta, Amazon"}, "highlights": null, "highlights_html": "<ul><li><p><strong>Top-Rated AI Educator:</strong> Delivered one of Maven's \"Best Lessons of 2024.\" Founder of Superlinear.Academy, a premier community for AI builders.</p></li><li><p><strong>Pioneering AI Thought Leader:</strong> Authored the viral 2023 article, \"The Five Critical Questions about ChatGPT,\" which accurately predicted key developments in AI.</p></li><li><p><strong>Influential Industry Voice:</strong> As creator of \"课代表立正,\" he shares insights with 300k+ followers and interviews top AI experts like Databricks co-founder Reynold Xin and The Pragmatic Engineer.</p></li><li><p><strong>Led Growth &amp; AI at Tencent Games:</strong> As Vice Director of Data Science, he shaped growth strategies for one of the world's most successful gaming divisions.</p></li><li><p><strong>Key Role in OpenAI Strategic Acquisition:</strong> Served as the Company Evangelist at Statsig, contributing to the Statsig's successful acquisition by OpenAI.</p></li></ul>", "preferred_name": null}, {"name": "Yan Wang, PhD", "image_url": "https://d2426xcxuh3ht5.cloudfront.net/WmXcgSI2R5GpNoJKdkPr_IMG_2643.jpeg", "image_url_no_bg": "https://user-assets.maven.com/instructor-no-bg/WmXcgSI2R5GpNoJKdkPr_IMG_2643.jpeg", "uuid": "746e13b6-9294-4a97-938a-5ce92011af78", "bio_html": "<p>Yan Wang earned his PhD from Columbia and has spent his career turning complex ideas into products people use every day. He built core algorithms and systems for Photoshop, Bing, and Pinterest—features that reach millions and and were covered by global media. A lifelong researcher, he has published 20-plus papers at top venues and holds more than 10 US patents. Since the first large language models emerged, Yan has probed their power and now believes we stand at a steam-engine-scale inflection point: those who harness AI well will outpace those who don’t.</p>", "headline": "Applied Scientist | yage.ai", "title": "Applied Scientist @ Samsara | Olympic Torchbearer | Ex Pinterest/Microsoft | Ex Tech blogger with 100k+ subscribers", "linkedin_url": null, "twitter_handle": null, "custom_social_link": null, "logos": {"logos": [], "label": null}, "highlights": null, "highlights_html": "<ul></ul>", "preferred_name": null}], "instructor_caption": "Prev. Evangelist @ Statsig (Acq. by OpenAI), AI Director @ Tencent; Meta/Amazon", "custom_landing_page_url": null, "ratings": {"sum_ratings": 772, "num_ratings": 78}, "course_length_days": [14], "price": {"amount": 199900, "currency": "usd"}, "in_session_cohorts": [], "latest_past_cohort": {"slug": "12", "name": "Cohort 12", "course_id": 10930, "school_id": 10069, "id": 24574, "start_date": "2026-04-13T16:00:00Z", "end_date": "2026-04-27T16:00:00Z", "portal_open_date": "2026-04-01T16:00:00Z", "visibility": "listed", "attrs": {"application_deadline": "2026-04-08T16:00:00+00:00", "payment_deadline": "2026-04-12T16:00:00+00:00", "maximum_size": 100, "skip_application": true, "is_live": true, "description": null, "slack_url": null, "drive_url": null, "calendar_published": true, "is_community_enabled": true, "intros_channel_stream_id": "85c9cf12-3e6f-40bb-a050-2fe6201e8f93", "announcements_channel_stream_id": "617f007c-7e1b-434f-995f-48a48ee15a66", "certificate_strategy": null, "post_course_survey_strategy": null, "num_enrollments_last_week": null, "enrollment_capacity": null}}, "next_live_cohort": {"slug": "13", "name": "Cohort 13", "course_id": 10930, "school_id": 10069, "id": 26663, "start_date": "2026-07-13T19:00:00Z", "end_date": "2026-07-27T16:00:00Z", "portal_open_date": "2026-07-11T19:00:00Z", "visibility": "listed", "attrs": {"application_deadline": "2026-07-08T19:00:00+00:00", "payment_deadline": "2026-07-12T19:00:00+00:00", "maximum_size": null, "skip_application": true, "is_live": true, "description": null, "slack_url": null, "drive_url": null, "calendar_published": true, "is_community_enabled": true, "intros_channel_stream_id": "e86652d6-40b6-40b5-a6e0-eaae3d5a4157", "announcements_channel_stream_id": "04bdffcd-045a-4407-8188-b393b20b1055", "certificate_strategy": null, "post_course_survey_strategy": null, "num_enrollments_last_week": null, "enrollment_capacity": null}}, "tags": [{"id": 82, "tag_type": "deprecated", "label": "Build with AI", "slug": "x-subcategory-build-with-ai", "description": null, "parent_tag_id": 35, "num_courses": null}, {"id": 122, "tag_type": "public_collection", "label": "Maven 100 - AI", "slug": "maven-100-ai", "description": null, "parent_tag_id": 35, "num_courses": null}, {"id": 172, "tag_type": "internal_collection", "label": "AI Affiliates", "slug": "ai-affiliates-nov-24", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 31, "tag_type": "category", "label": "Data & engineering", "slug": "engineering-ll", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 176, "tag_type": "public_collection", "label": "Fast Track 2024", "slug": "fast-track-2024", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 35, "tag_type": "category", "label": "AI", "slug": "ai-ll", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 235, "tag_type": "public_collection", "label": "Maven 100 - Engineering 2025", "slug": "maven-100-engineering-2025", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 69, "tag_type": "internal_collection", "label": "Maven Selects", "slug": "maven-selects", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 234, "tag_type": "public_collection", "label": "Maven 100 - AI 2025", "slug": "maven-100-ai-2025", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 244, "tag_type": "internal_collection", "label": "Courses filtered for recommendations", "slug": "courses-filtered-for-recommendations", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 245, "tag_type": "internal_collection", "label": "maven-100-2025", "slug": "maven-100-2025", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 213, "tag_type": "internal_collection", "label": "The AI-Powered Super IC", "slug": "ai-powered-super-ic", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 293, "tag_type": "persona", "label": "For Engineers", "slug": "for-engineers", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 329, "tag_type": "topic", "label": "Productivity", "slug": "productivity", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 79, "tag_type": "deprecated", "label": "AI for productivity", "slug": "x-subcategory-ai-for-productivity", "description": null, "parent_tag_id": 35, "num_courses": null}, {"id": 80, "tag_type": "deprecated", "label": "AI/ML engineering", "slug": "x-subcategory-ai-ml-engineering", "description": null, "parent_tag_id": 35, "num_courses": null}, {"id": 108, "tag_type": "deprecated", "label": "AI/ML engineering", "slug": "x-subcategory-ai-ml-engineering-1", "description": null, "parent_tag_id": 31, "num_courses": null}, {"id": 313, "tag_type": "topic", "label": "AI", "slug": "ai", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 427, "tag_type": "topic", "label": "Context Engineering", "slug": "context-engineering", "description": null, "parent_tag_id": null, "num_courses": null}], "price_usd": 199900, "avg_course_length_days": 14, "next_live_cohort_deadline": 1783882800, "is_new": false, "is_best_seller": true, "course_format": "full_course", "avg_rating": 9.9, "is_open_for_enrollment": true, "trending_val": 20260519.00001999, "clp_course_overview": null, "clp_target_audience": null, "clp_prerequisites": null, "clp_topics": null, "clp_course_syllabus": null, "clp_schedule": null, "is_upmarket_clp_published": true, "upmarket_clp_narrative": {"title": "Learn AI for the Next 20 Years, Not the Next 20 Days", "description_html": "<p><strong>Is this you?</strong></p><ul><li><p>Chatting endlessly with an “AI intern” instead of designing the context with clear principles.</p></li><li><p>Blaming “hallucinations” when the real issue is poor orchestration.</p></li><li><p>Trying to run an entire project from a single, overloaded chat window.</p></li><li><p>Treating AI like witchcraft and prompt spells instead of engineering.</p></li></ul><p>AI gets better every day. But when it’s time to ship something serious, you don’t yet have a reliable way to make AI show up for you.</p><p><strong>The problem isn’t AI. It’s how you’re using it.</strong><br>This course exists for that exact gap.</p><p>AI is a new computing paradigm. To use it well, you have to:</p><ul><li><p>Unlearn old patterns</p></li><li><p>Install new mindsets and habits</p></li><li><p>Build a meta-learning system that can carry your career for the next 20 years</p><p></p></li></ul><p>That's hard, and we take it seriously.</p><p><br>This course is designed to teach you how to fish. On top of lessons and projects, we built two unique tools:</p><ol><li><p><a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://youtu.be/dXjcy6XSN_Y\"><strong>A build platform</strong></a> that consolidates key APIs and lets you deploy your projects with one command—so you can build fast, not fight boilerplate.</p></li><li><p><a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://www.superlinear.academy/c/share-your-projects/\"><strong>A lifetime community</strong></a> where you can share projects, ask questions, and get unstuck long after the course ends.</p></li></ol><p>The end of our course is the beginning of your learning, and we will be with you.</p>"}, "upmarket_clp_target_audience": {"items": [{"uuid": "f150edbb-c053-46a4-859d-16e9b7b37cd2", "description_html": "<p><strong>Software Engineers &amp; Developers</strong><br>Ready to build reliable, scalable AI systems integrated into production workflows.</p>"}, {"uuid": "ccd9964a-31ab-4e01-9ece-d340e8a83e5f", "description_html": "<p><strong>Technical Product Managers &amp; Strategists</strong><br>Seeking the hands-on knowledge to scope, architect, and guide AI initiatives with confidence.</p>"}, {"uuid": "be3dae8e-95ff-4a0e-ab8b-fad5c6b893e9", "description_html": "<p><strong>Data Professionals &amp; Automation Experts</strong><br>Who want to transform proof-of-concept scripts into durable applications that multiply productivity.</p>"}]}, "upmarket_clp_prerequisites": {"is_visible": false, "items": [{"uuid": "b92d6a2c-e088-4b9a-84b3-faf81a790c8c", "name": "", "description": ""}]}, "upmarket_clp_outcomes": {"is_visible": false, "description": "We show you what's possible with AI, then take you there.", "items": [{"uuid": "4750c2a7-14c6-4616-8976-016afec357b6", "title": "Engineer Robust Context to Eliminate Hallucinations", "items": ["Inject Raw Schemas: Stop describing data vaguely. Learn to inject raw CREATE TABLE statements to force 100% accurate SQL generation.", "The \"Context Injection\" Protocol: Master the shift from \"Prompting\" to \"Engineering\" (feeding), treating AI as a deterministic engine.", "Black Box to Co-Creator: Apply the 5-stage framework to diagnose why AI fails and fix the input data, not the tone of your prompt."]}, {"uuid": "c850d493-f614-41ea-a32f-f45351a1bfa0", "title": "Curate \"Sterile\" Contexts for Peak AI Performance", "items": ["\"Edit, Don't Chat\" Rule: Stop \"Context Contamination\" by editing previous prompts instead of adding corrective layers that confuse the model", "Manage Context Saturation: Learn to spot when the \"Intern\" (AI) gets tired and reset the window before performance degrades into laziness.", "The 3-Turn Principle: Implement a strict workflow where you rewrite the prompt if the AI hasn't solved the problem within three turns."]}, {"uuid": "444d0678-70df-4f2e-99f4-12571c37aee3", "title": "Architect Multi-Agent Systems to Conquer Complexity", "items": ["Context Divide & Conquer: Break massive tasks (e.g., researching 10 companies) into isolated windows to bypass context window limits.", "Physical Context Separation: Move beyond \"Role Playing\" to true \"Context Isolation,\" ensuring no single agent is overwhelmed by noise.", "The Manager Agent Workflow: Build a hierarchical structure where sub-agents execute deep work and a Manager Agent synthesizes strategy."]}, {"uuid": "394eda20-4af0-434a-9608-b115ff9d2a7a", "title": "Define Success Criteria to Transmute from Operator to Manager", "items": ["Define Success First: Unlearn \"Fixing.\" Force yourself to write clear Acceptance Criteria/Test Cases before the AI writes a single line.", "The 5/95 Split: Shift your energy to the 5% of \"Definition\" and delegate the 95% of \"Execution\" to the AI, escaping the execution trap.", "Probabilistic Management: Learn to manage AI not as a calculator, but as a probabilistic employee, focusing on risk control and guidance."]}, {"uuid": "e9fa165f-93bb-4d1b-84e5-234f2474c6d1", "title": "Build \"White-Box\" Evaluation Tools to Visualize Quality", "items": ["Automated Measurement Sets: Use AI to generate its own test cases (e.g., error types) to stress-test your prompts against reality.", "Instant Dashboards: Build React-based visualization tools in minutes to see error rates (like Omission %) instead of relying on vibe checks", "Metric-Driven Decisions: Move from qualitative feelings to quantitative metrics (e.g., Levenshtein distance) to judge AI performance."]}, {"uuid": "ee994c17-e937-4f3b-907f-1a9cfecbd48d", "title": "Design Self-Healing Loops for Autonomous Optimization", "items": ["Closed Feedback Loops: Architect systems where AI perceives its own output errors and auto-corrects code without human intervention.", "Second-Order Leverage: Instruct AI to analyze its own failure patterns (Coaching) and rewrite its own V2 prompts (Optimization).", "The Data Flywheel: Design workflows that turn user corrections into ground-truth data, creating a system that gets smarter with every use."]}]}, "vector_string": null, "vector": null, "score": 1.8487804}, {"objectID": "18103", "school_id": 15792, "school_name": "The Modern Software Developer", "school_slug": "the-modern-software-developer", "course_id": 18103, "course_name": "AI Software Development: From First Prompt to Production Code", "course_slug": "ai-course", "course_description": "Ship production features 2x faster by using coding agents across research, planning, implementation, testing, and review workflows", "clp_hero_media": null, "instructor_infos": [{"name": "Mihail Eric", "image_url": "https://d2426xcxuh3ht5.cloudfront.net/3vsM3PfSdWjI1ebCm25H_me.jpeg", "image_url_no_bg": "https://user-assets.maven.com/instructor-no-bg/3vsM3PfSdWjI1ebCm25H_me.jpeg", "uuid": "6e8e02b8-e250-47fa-8f5d-207c5f034417", "bio_html": "<p>I’m Head of AI at a startup building the future AI-powered revenue platform for GTM teams. I'm also a lecturer at Stanford, where I created and teach \"The Modern Software Developer\", the university's first course on AI software development.</p><p>In past lives, I was a technical lead at Amazon Alexa where I built the first LLMs for the organization. I also founded a YC-backed AI coding company. Before that I started Confetti AI, a machine learning education startup that trained thousands of students globally and that I led until its acquisition in 2022. I did my graduate school at Stanford University in AI where I was advised by Christopher Manning.</p>", "headline": "Creator of Stanford's AI Coding Course", "title": "Created Stanford's first AI coding class. Former YC founder and Amazon AI lead. ", "linkedin_url": "https://www.linkedin.com/in/mihaileric/", "twitter_handle": "https://x.com/mihail_eric", "custom_social_link": "https://www.mihaileric.com", "logos": {"logos": [{"image_url": "https://asset.brandfetch.io/idawOgYOsG/idEqxL5YFw.svg", "type": "logo", "file_type": "svg", "uuid": "09199d9a-dc20-4717-a887-0dfbb61ac1ce", "name": "Amazon"}, {"image_url": "https://asset.brandfetch.io/idPv3iQPET/idBFw-L5SX.svg", "type": "logo", "file_type": "svg", "uuid": "0a836862-6c55-4f3a-8d50-41b111742e8a", "name": "Stanford University"}, {"image_url": "https://asset.brandfetch.io/idKhWTXUYD/idkQv7L0Mm.svg", "type": "logo", "file_type": "svg", "uuid": "5ff09b18-516b-4433-9f6c-54a530f56910", "name": "Y Combinator"}], "label": ""}, "highlights": null, "highlights_html": "<ul><li></li></ul>", "preferred_name": null}], "instructor_caption": "Created Stanford's first AI coding class. Former YC founder and Amazon AI lead. ", "custom_landing_page_url": null, "ratings": {"sum_ratings": 478, "num_ratings": 49}, "course_length_days": [25], "price": {"amount": 220000, "currency": "usd"}, "in_session_cohorts": [], "latest_past_cohort": {"slug": "3", "name": "Cohort 3", "course_id": 18103, "school_id": 15792, "id": 25648, "start_date": "2026-04-06T15:00:00Z", "end_date": "2026-05-01T04:00:00Z", "portal_open_date": "2026-04-04T19:00:00Z", "visibility": "listed", "attrs": {"application_deadline": "2026-04-01T19:00:00+00:00", "payment_deadline": "2026-04-11T01:00:00.000Z", "maximum_size": null, "skip_application": true, "is_live": true, "description": null, "slack_url": null, "drive_url": null, "calendar_published": true, "is_community_enabled": true, "intros_channel_stream_id": "1fc7f619-346f-4a2c-b205-1016d5bdb653", "announcements_channel_stream_id": "cb3daf1e-8a01-4027-a642-2a57ef283d1f", "certificate_strategy": null, "post_course_survey_strategy": null, "num_enrollments_last_week": null, "enrollment_capacity": null}}, "next_live_cohort": {"slug": "4", "name": "Cohort 4", "course_id": 18103, "school_id": 15792, "id": 26965, "start_date": "2026-06-22T15:00:00Z", "end_date": "2026-07-17T04:00:00Z", "portal_open_date": "2026-06-20T15:00:00Z", "visibility": "listed", "attrs": {"application_deadline": "2026-06-17T15:00:00+00:00", "payment_deadline": "2026-06-21T15:00:00+00:00", "maximum_size": null, "skip_application": true, "is_live": true, "description": null, "slack_url": null, "drive_url": null, "calendar_published": true, "is_community_enabled": true, "intros_channel_stream_id": "ed6773ee-d865-4a61-8bb3-7758f0acdc9d", "announcements_channel_stream_id": "a6c5d565-c7e2-4b78-8b8c-e17d61db6fe1", "certificate_strategy": null, "post_course_survey_strategy": null, "num_enrollments_last_week": null, "enrollment_capacity": null}}, "tags": [{"id": 244, "tag_type": "internal_collection", "label": "Courses filtered for recommendations", "slug": "courses-filtered-for-recommendations", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 293, "tag_type": "persona", "label": "For Engineers", "slug": "for-engineers", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 349, "tag_type": "topic", "label": "Coding with AI", "slug": "ai-coding", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 313, "tag_type": "topic", "label": "AI", "slug": "ai", "description": null, "parent_tag_id": null, "num_courses": null}], "price_usd": 220000, "avg_course_length_days": 25, "next_live_cohort_deadline": 1782054000, "is_new": false, "is_best_seller": true, "course_format": "full_course", "avg_rating": 9.8, "is_open_for_enrollment": true, "trending_val": 20260518, "clp_course_overview": null, "clp_target_audience": null, "clp_prerequisites": null, "clp_topics": null, "clp_course_syllabus": null, "clp_schedule": null, "is_upmarket_clp_published": true, "upmarket_clp_narrative": {"title": "Increase developer productivity with AI-first, production-ready workflows", "description_html": "<p>Today many developers use AI, but few are maximally productive with it. I created Stanford's first AI software development class, and after building a YC-backed coding company and leading AI at Amazon, I've seen how top engineers integrate AI into production workflows. My techniques have been used to train <strong><em>200+ Stanford engineers and industry professionals.</em></strong></p><p>My goal is simple: <strong>make you dramatically more productive writing software with AI than without it</strong>.</p><p>In this course, you'll learn practical, end-to-end workflows for using AI in real-world development, not toy examples.</p><p>We'll cover:</p><ul><li><p>Building production features with AI agents using the <em>research → plan → implement → test</em> workflow</p></li><li><p>Configuring an optimal AI native dev environment for your specific tech stack (IDE, code review, tool integrations, and beyond)</p></li><li><p>Setting up review and CI processes that catch AI errors, hallucinations, and slop before production</p></li><li><p>Enabling multiple agents to work together on the same codebase without conflict, accelerating software delivery and throughput</p></li></ul><p>If you're ready to <strong>write better code, ship to production faster, and stay in control of your coding agents</strong>, let's get started.</p>"}, "upmarket_clp_target_audience": {"items": [{"uuid": "5a9b4622-3f15-4f87-8837-6ee6d9f64a66", "description_html": "<p>Engineers who want to increase their productivity with AI-generated code while making it <strong>actually production grade</strong>. </p>"}, {"uuid": "22365839-735d-48ec-a11e-481e2e27e8c4", "description_html": "<p>Engineering managers<strong> </strong>who want to ensure their teams <strong>aren't being left behind</strong> when it comes to the new way of developing software.</p>"}, {"uuid": "04811751-6852-4705-9910-bf2510612912", "description_html": "<p>Those confused about how to develop with AI <strong>the right way</strong> (how to maintain context and manage multiple agents without compromising code) </p>"}]}, "upmarket_clp_prerequisites": {"is_visible": false, "items": [{"uuid": "e9e0019f-ab63-4dd5-a9ff-1916ae0f09d8", "name": "", "description": ""}]}, "upmarket_clp_outcomes": {"is_visible": false, "description": "Ship production features 2x faster by using coding agents across research, planning, implementation, testing, and review workflows", "items": [{"uuid": "1e0f9044-88d0-4aec-a944-55495840360e", "title": "Configure optimal AI-first developer environments to improve your coding output", "items": ["Set up any AI dev environment (Cursor, Claude Code, Windsurf) with custom prompting patterns optimized for your tech stack and coding style", "", ""]}, {"uuid": "c2fc6ba6-ca3c-4775-8a0a-9e5199055376", "title": "Learn how to navigate the ecosystem of cutting-edge AI developer tools ", "items": ["Choose the right AI coding tools for your use case (lessons from evaluating 100+ products in the market) ", "", ""]}, {"uuid": "8457a269-93bc-418c-a2e1-a0d5a3268442", "title": "Exercise effective strategies for prompting and building with coding agents", "items": ["Build production features using the research → plan → implement → test → review loop that handles complex software tasks", "", ""]}, {"uuid": "47b0a81d-c265-4bfc-a0e9-565e4f4063b2", "title": "Reduce hallucinations, software errors, and AI slop all while shipping faster", "items": ["Identify which tasks coding agents handle autonomously and which need human oversight (and set up automated checks for both)", "", ""]}, {"uuid": "d1a19b42-7a25-40dc-9ad5-a38c80c54795", "title": "Become a manager of coding agents so you can keep many agents productive ", "items": ["Coordinate 3+ coding agents asynchronously on the same codebase without merge conflicts or quality issues", "", ""]}, {"uuid": "7456c753-1c28-4658-a730-0f41fd4a7ae9", "title": "Develop a deep intuition for how AI coding platforms work under-the-hood", "items": ["Build your own coding agent and MCP server from scratch to understand how Cursor and Claude Code actually work", "Learn how agents like Claude Code are prompted and context engineered to handle autonomous software tasks", ""]}]}, "vector_string": null, "vector": null, "score": 1.8496599}, {"objectID": "8819", "school_id": 8218, "school_name": "Spark Engine by Valerio Zanini", "school_slug": "sparkengine", "course_id": 8819, "course_name": "AI Product Management CAIPI Certification", "course_slug": "aiproductmanagers", "course_description": "Learn how to use AI super powers to accelerate customer discovery, validate solutions, and make better product decisions.", "clp_hero_media": {"media_type": "image_url", "image_url": "https://d3fe4umbwqdrlj.cloudfront.net/admin-dashboard/placeholder-logo.png", "youtube_video_id": "dQw4w9WgXcQ", "vimeo_video_id": null}, "instructor_infos": [{"name": "Valerio Zanini", "image_url": "https://d2426xcxuh3ht5.cloudfront.net/L8nUY80QQu2995yW9Wth_Valerio-Headshot6-Purple.png", "image_url_no_bg": "https://user-assets.maven.com/instructor-no-bg/L8nUY80QQu2995yW9Wth_Valerio-Headshot6-Purple.png", "uuid": "0b7cfdcf-cb0f-4a6b-8379-3d949bd52d06", "bio_html": "<p>Valerio Zanini is a Certified Product Innovation Trainer (CPIT) and an experienced AI Product Manager. As a Product Management trainer, he works with organizations worldwide to spark the adoption of AI and Product Thinking practices.</p>", "headline": "Product Innovation & AI Trainer", "title": "Product Management and Innovation trainer. Author, \"AI for Product Managers\".", "linkedin_url": "https://www.linkedin.com/in/vzanini/", "twitter_handle": "@vzanini", "custom_social_link": "https://www.5dvision.com/", "logos": {"logos": [{"image_url": "https://asset.brandfetch.io/idYFfMZte4/idrPKYDBbf.svg", "type": "logo", "file_type": "svg", "uuid": "81d80f88-3860-4364-a520-dce592f424b3", "name": "Capital One"}, {"image_url": "https://asset.brandfetch.io/idntgPecbn/id8H27IRTZ.svg", "type": "logo", "file_type": "svg", "uuid": "20e6235b-6d5d-4e08-a651-6681e7c067a6", "name": "HP"}, {"image_url": "https://asset.brandfetch.io/ida_xaMYlM/idHVJB4Rx2.svg", "type": "logo", "file_type": "svg", "uuid": "fa76dc5a-f2db-4ec1-9c00-fb449b4fe98e", "name": "Cisco"}, {"image_url": "https://asset.brandfetch.io/id41VjEUAn/id_dTLaj4s.svg", "type": "logo", "file_type": "svg", "uuid": "63eb561b-180a-4c6f-b53f-ef507705123c", "name": "Wesco"}, {"image_url": "https://asset.brandfetch.io/id6O2oGzv-/idjOb2YcqW.svg", "type": "logo", "file_type": "svg", "uuid": "08ff75a6-07bc-49f3-bc23-abb4c9c74af9", "name": "Google"}], "label": "I have trained Product Managers at"}, "highlights": null, "highlights_html": "<ul><li><p>Since 2017, Product Management and Innovation trainer. Formerly Director, Product Development at Capital One. Co-Founder, Spark Engine.</p></li><li><p>Founder of 3 startups, 1 exit.</p></li><li><p>Author of <strong>AI for Product Managers </strong>and of <strong>Deliver Great Products that Customers Love</strong>.</p></li><li><p>Product leader with hands-on experience applying AI to real product work.</p></li><li><p>Learn more about Valerio: <a href=\"https://www.5dvision.com/\" rel=\"noopener noreferrer\" target=\"_blank\">visit my website</a></p></li></ul>", "preferred_name": null}], "instructor_caption": "Product Management and Innovation trainer. Author, \"AI for Product Managers\".", "custom_landing_page_url": null, "ratings": {"sum_ratings": 50, "num_ratings": 5}, "course_length_days": [15], "price": {"amount": 149500, "currency": "usd"}, "in_session_cohorts": [], "latest_past_cohort": {"slug": "3", "name": "Cohort 3", "course_id": 8819, "school_id": 8218, "id": 25780, "start_date": "2026-04-28T16:00:00Z", "end_date": "2026-05-08T21:00:00Z", "portal_open_date": "2026-04-26T16:00:00Z", "visibility": "listed", "attrs": {"application_deadline": "2026-04-23T16:00:00+00:00", "payment_deadline": "2026-04-28T14:00:00.000Z", "maximum_size": null, "skip_application": true, "is_live": false, "description": null, "slack_url": null, "drive_url": null, "calendar_published": true, "is_community_enabled": true, "intros_channel_stream_id": "a24e5e2c-0253-4860-99a3-9c62684979eb", "announcements_channel_stream_id": "b99251b2-62d2-405f-a371-ee565ab07ce8", "certificate_strategy": null, "post_course_survey_strategy": null, "num_enrollments_last_week": null, "enrollment_capacity": null}}, "next_live_cohort": {"slug": "5", "name": "Cohort 5", "course_id": 8819, "school_id": 8218, "id": 27368, "start_date": "2026-06-03T13:00:00Z", "end_date": "2026-06-17T15:00:00Z", "portal_open_date": "2026-06-01T16:30:00Z", "visibility": "listed", "attrs": {"application_deadline": "2026-05-15T16:30:00+00:00", "payment_deadline": "2026-06-02T16:30:00.000Z", "maximum_size": 30, "skip_application": true, "is_live": true, "description": "Morning sessions in the US, evening session abroad", "slack_url": null, "drive_url": null, "calendar_published": true, "is_community_enabled": true, "intros_channel_stream_id": "4d9167ff-a84f-4584-be01-18f1353772e0", "announcements_channel_stream_id": "189fa620-ab05-48f8-b98e-7b1452612f6b", "certificate_strategy": null, "post_course_survey_strategy": null, "num_enrollments_last_week": null, "enrollment_capacity": null}}, "tags": [{"id": 290, "tag_type": "persona", "label": "For Product Managers", "slug": "for-product-managers", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 328, "tag_type": "topic", "label": "Decision Making", "slug": "decision-making", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 336, "tag_type": "topic", "label": "Working with LLMs", "slug": "llms", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 312, "tag_type": "topic", "label": "Product Strategy", "slug": "product-strategy", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 313, "tag_type": "topic", "label": "AI", "slug": "ai", "description": null, "parent_tag_id": null, "num_courses": null}], "price_usd": 149500, "avg_course_length_days": 15, "next_live_cohort_deadline": 1780417800, "is_new": false, "is_best_seller": false, "course_format": "full_course", "avg_rating": 10, "is_open_for_enrollment": true, "trending_val": 20260519.0000279, "clp_course_overview": null, "clp_target_audience": null, "clp_prerequisites": null, "clp_topics": null, "clp_course_syllabus": null, "clp_schedule": null, "is_upmarket_clp_published": true, "upmarket_clp_narrative": {"title": "Get AI super powers to grow in your PM job", "description_html": "<p>Using AI in product management is not just about getting better at ChatGPT. It's about leveraging AI across the product development life cycle (PDLC) to accelerate, expand, and simplify what's possible, <strong>with AI super powers.</strong></p><p>Over two weeks, you’ll learn - by doing - how to use AI to:</p><ul><li><p>Understand how AI works, when to use it, and possible risks for PMs</p></li><li><p>Create synthetic users and run discovery interviews with AI tools</p></li><li><p>Use vibe-coding to build prototypes and MVPs of features or entire products (Lovable, Replit, Claude Design, Figma Make, Claude Code)</p><p></p></li><li><p>Identify opportunities for AI in your workflow with a reusable library of prompts and Skills from discovery to PRD</p><p></p></li><li><p>Automate your processes with Claude Skills, Agentic AI, ProductQuest, etc.</p></li></ul><p>This is a hands-on, instructor-led cohort for PMs who make real product decisions.</p><p><strong>Duration:</strong> 2.5 weeks (short, intensive, focused)</p><p><strong>Format:</strong> Instructor-led cohort with 2 sessions per week (see schedule below)</p><p><strong>Between sessions:</strong> Hands-on assignments to build the practical experience</p>"}, "upmarket_clp_target_audience": {"items": [{"uuid": "0a1a2c40-8e7c-4833-af82-7f6ee25d03c8", "description_html": "<p>Senior Product Managers and experienced Product Owners</p>"}, {"uuid": "420582d0-f983-4955-8413-74039775a2c7", "description_html": "<p>PMs who want to move beyond “AI curiosity” to<strong> real, practical use</strong> of AI in product discovery and development, with hands-on practice.</p>"}, {"uuid": "74f3502a-77f5-4e02-b687-161c43be23cc", "description_html": "<p>PMs who want a <strong>deep-dive</strong> on how to use AI in product work to extend their PDLC.</p>"}]}, "upmarket_clp_prerequisites": {"is_visible": false, "items": [{"uuid": "12a8ccf1-bcdb-42e3-b912-b4170231fe5a", "name": "", "description": ""}]}, "upmarket_clp_outcomes": {"is_visible": false, "description": "Learn how to use AI super powers to accelerate customer discovery, validate solutions, and make better product decisions.", "items": [{"uuid": "12cf320f-cc51-4f44-b330-38f487ea09a1", "title": "Accelerate your Product Management job", "items": ["Understand how AI expands each of the PDLC phases in Discovery, Define, Ideate, and Drive. ", "Use AI prompts to accelerate your process from problem definition to idea validation and drive innovation.", "Learn advanced use of AI tools including: Claude Skills, Claude Code, Replit, Lovable, NotebookLM, ProductQuest, and others."]}, {"uuid": "ce9847bd-21d8-4654-bdaa-86574696784f", "title": "Use AI to accelerate customer discovery", "items": ["Create Synthetic Users, practice interview guides, and conduct synthetic customer interviews.", "Synthesize your discovery and market research, and generate insights and opportunities", "Use dedicated tools like SyntheticUsers.com and ProductQuest.ai to synthesize your users and accelerate customer discovery"]}, {"uuid": "f5d736b3-298c-4d4f-9cde-8bd8734b61d1", "title": "Leverage vibe-coding in the solution space and prototype quickly with AI", "items": ["Build prototypes and functional MVPs with vibe-coding.", "Learn how to use AI to ideate, prototype, prioritize, and validate new ideas quickly.", "Practice using Lovable, Replit, and Claude Code"]}, {"uuid": "79629907-6c30-4508-a9a9-6f7741077868", "title": "Build repeatable AI-augmented workflows you can reuse in real product work", "items": ["Practice real-life product decisions while working hands-on with AI tools. ", "Learn a repeatable workflow that you can apply to your job from discovery to PRD.", "Automate your work with Claude Skills and AI Agents"]}, {"uuid": "462d7183-e6f8-4243-9809-9b17f97294d8", "title": "Understand where AI has limitations", "items": ["Distinguish between trustable outputs and hallucinations.", "Techniques to minimize mistakes and improve accuracy of results.", "Understand the AI pricing models and how they impact product development and strategy"]}]}, "vector_string": null, "vector": null, "score": 1.8495333}, {"objectID": "19432", "school_id": 16603, "school_name": "WISER Method Master Playbook", "school_slug": "wisermethod", "course_id": 19432, "course_name": "Automate Yourself : Learn to use AI like a professional", "course_slug": "automate-yourself", "course_description": "Learn the basics of how AI works and set up your own personal AI System, with a digital twin and tools to automate your workflow.", "clp_hero_media": null, "instructor_infos": [{"name": "Anthony Franco", "image_url": "https://d2426xcxuh3ht5.cloudfront.net/aszpPdEfRrK4TG7jrs1x_Anthony-Speach.png", "image_url_no_bg": "https://user-assets.maven.com/instructor-no-bg/aszpPdEfRrK4TG7jrs1x_Anthony-Speach.png", "uuid": "112fef6f-0166-45f6-b8cc-71d518f1373d", "bio_html": "<p>In 2005, Franco founded EffectiveUI, the world's first user experience and digital product development firm, at a time when “user experience” didn’t have a Wikipedia entry. The firm became the definitive name in the space. O’Reilly Media published a book based on its philosophies. WPP acquired it.</p><p>His teams built one of the first iPad apps, the first FDA-approved critical health mobile application for hospitals, and national security systems for audiences that do not tolerate failure. Across five companies founded and sold, Franco accumulated 250+ awards spanning technology, design, innovation, and business. Multiple patents. Almost no one knows his name, and almost everyone has used something his firm designed.</p><p>Co-creator of <a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://aifirstprinciples.org/\"><u>AI First Principles</u></a>. Architect of the <a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://www.wisermethod.com/\"><u>WISER Method.</u></a></p>", "headline": "6x Founder. Builder. AI implementer.", "title": "Built & Sold 6 Tech Companies | Author AI First Principles and the WISER Method", "linkedin_url": "https://www.linkedin.com/in/anthonyfranco/", "twitter_handle": "https://x.com/anthonyfranco?lang=en", "custom_social_link": "https://www.wisermethod.com/?utm_source=maven&utm_medium=courselandingpage", "logos": {"logos": [], "label": null}, "highlights": null, "highlights_html": "<ul><li><p>Founded Effective Inc., a UX consultancy serving 40% of the Fortune 100—grew to $50M, acquired by WPP</p></li><li><p>Founded and exited five technology startups across consumer products, AI platforms, wireless, marketing software, and real estate</p><p></p></li><li><p>Co-created AI First Principles (aifirstprinciples.org), an open-source framework used by practitioners, researchers, and builders worldwide</p><p></p></li><li><p>Designed the WISER Method, an operational framework bridging the gap between AI potential and AI reality</p><p></p></li><li><p>Co-authored <em>The WISER Method: Master Playbook</em>, compared to <em>The Lean Startup</em> and <em>The Phoenix Project</em></p><p></p></li><li><p>CEO of First Strategy, the firm behind WISER Method training and AI consulting</p></li></ul>", "preferred_name": null}], "instructor_caption": "Built & Sold 6 Tech Companies | Author AI First Principles and the WISER Method", "custom_landing_page_url": null, "ratings": {"sum_ratings": 0, "num_ratings": 0}, "course_length_days": [22], "price": {"amount": 60000, "currency": "usd"}, "in_session_cohorts": [], "latest_past_cohort": null, "next_live_cohort": {"slug": "1", "name": "Cohort 1", "course_id": 19432, "school_id": 16603, "id": 25786, "start_date": "2026-06-24T16:00:00Z", "end_date": "2026-07-15T21:00:00Z", "portal_open_date": "2026-06-22T17:00:00Z", "visibility": "listed", "attrs": {"application_deadline": "2026-06-19T12:00:00-05:00", "payment_deadline": "2026-06-22T17:00:00.000Z", "maximum_size": 60, "skip_application": true, "is_live": true, "description": null, "slack_url": null, "drive_url": null, "calendar_published": true, "is_community_enabled": true, "intros_channel_stream_id": "cc7b737f-5e53-428b-ab66-6bc41d756d83", "announcements_channel_stream_id": "29415bd6-8a62-4a09-af1a-55848290ff2f", "certificate_strategy": null, "post_course_survey_strategy": null, "num_enrollments_last_week": null, "enrollment_capacity": null}}, "tags": [{"id": 425, "tag_type": "topic", "label": "AI Workflows", "slug": "ai-workflows", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 291, "tag_type": "persona", "label": "For Leaders", "slug": "for-leaders", "description": null, "parent_tag_id": null, "num_courses": null}, {"id": 313, "tag_type": "topic", "label": "AI", "slug": "ai", "description": null, "parent_tag_id": null, "num_courses": null}], "price_usd": 60000, "avg_course_length_days": 22, "next_live_cohort_deadline": 1782147600, "is_new": true, "is_best_seller": false, "course_format": "full_course", "avg_rating": 0, "is_open_for_enrollment": true, "trending_val": 20260511, "clp_course_overview": null, "clp_target_audience": null, "clp_prerequisites": null, "clp_topics": null, "clp_course_syllabus": null, "clp_schedule": null, "is_upmarket_clp_published": true, "upmarket_clp_narrative": {"title": "The Gap Between AI Users & Operators Defines Careers. Close it in 2 Sessions.", "description_html": "<p>Every professional has access to ChatGPT, Claude, Gemini. But access isn't advantage.</p><p>The professionals who will thrive operate AI as a system. They build tools that compound. They create digital extensions of themselves that work continuously, not just when prompted.</p><p>Right now, a small group of practitioners has made this shift. They're working with AI systems that remember, maintain context, and automate entire workflows. While others type prompts into ChatGPT, they've built personal AI operations that multiply their output.</p><p>This course closes that gap in two sessions.</p><p>You won't learn prompting techniques. You'll build a working AI system, trained in your voice, solving your actual workflows during the live sessions. Not someday. Now.</p><p>By the end of this course, you'll wonder how you ever worked without it.</p>"}, "upmarket_clp_target_audience": {"items": [{"uuid": "3783f3f9-b7a4-48af-bd74-b416f0d515bb", "description_html": "<p><strong>Leaders and managers</strong> who want to leverage AI for themselves before rolling it out to their teams. Lead by example, not mandate.</p>"}, {"uuid": "2ccfa3fa-36c3-435c-a2dd-8be55cf667e9", "description_html": "<p><strong>Practitioners</strong> who want personal AI systems that extend their output. Analysts, marketers, strategists, project managers, consultants.</p>"}, {"uuid": "41dd7417-cbc1-4a62-8f0e-be018a302046", "description_html": "<p><strong>Entrepreneurs and founders</strong> who wear every hat and need to scale themselves before they can scale their business.</p>"}]}, "upmarket_clp_prerequisites": {"is_visible": false, "items": [{"uuid": "8be0a532-72fa-4504-9345-a1718d0ee0cd", "name": "", "description": ""}]}, "upmarket_clp_outcomes": {"is_visible": false, "description": "Learn the basics of how AI works and set up your own personal AI System, with a digital twin and tools to automate your workflow.", "items": [{"uuid": "e03f4338-ad30-47fe-8119-c47e9c50dd9c", "title": "Understand How AI Works Under the Hood—Not Just How to Prompt It", "items": ["Understand the difference between AI operations vs. AI usage, and the architecture that professionals use", "Walk through real implementation failures and what the successful ones did differently", "Mental models for when to build, when to prompt, and when to skip AI entirely"]}, {"uuid": "fc359acb-448f-4c37-8f1d-5e4fd7c0815d", "title": "Build a Personal Digital Twin That Thinks, Writes, and Works in Your Voice", "items": ["Capture your voice and domain knowledge into a working digital twin in the first session", "CoBuilder voice and memory architecture gives your twin context that persists", "Test outputs, adjust tone, and iterate until it sounds like you—not a machine"]}, {"uuid": "a12e82d4-d40e-43f3-978c-f26eaa60aed4", "title": "Create Custom Tools and Production Workflows You Use the Day After Class", "items": ["Build and deploy your first custom tool, complete with integrations into platforms you already use", "Map workflow problems to automated solutions and deploy them end-to-end. Troubleshoot and refine in Session 2.", "Create a personal roadmap for expanding your AI operations using the CoBuilder toolkit beyond the course"]}, {"uuid": "e9dc0ecd-eaa2-427d-96cf-eff4bd8f26ad", "title": "Learn from a Cohort of Practitioners Solving the Same Problems You Are", "items": ["Present what you built and see how others solved different problems with the same toolkit", "Watch the same framework applied to marketing, operations, strategy, and management", "Continue sharing, learning, and troubleshooting with your cohort after the course ends"]}]}, "vector_string": null, "vector": null, "score": 1.8501644}], "workshopTags": [{"id": 136, "tag_type": "internal_collection", "label": "LL Partner", "slug": "ll-partner", "description": null, "parent_tag_id": null}, {"id": 35, "tag_type": "category", "label": "AI", "slug": "ai-ll", "description": null, "parent_tag_id": null}, {"id": 186, "tag_type": "internal_collection", "label": "Maven Rewind 2024", "slug": "maven-rewind-2024", "description": null, "parent_tag_id": null}, {"id": 298, "tag_type": "persona", "label": "For Everyone", "slug": "for-everyone", "description": null, "parent_tag_id": null}, {"id": 313, "tag_type": "topic", "label": "AI", "slug": "ai", "description": null, "parent_tag_id": null}, {"id": 427, "tag_type": "topic", "label": "Context Engineering", "slug": "context-engineering", "description": null, "parent_tag_id": null}], "videoChapters": [{"title": "Introduction and Welcome", "start_seconds": 1}, {"title": "Practical AI Prompt Engineering with No Code", "start_seconds": 59}, {"title": "The Future of Work: Every Role as a Prompt Engineering Role", "start_seconds": 147}, {"title": "AI as the Greatest Force Multiplier", "start_seconds": 328}, {"title": "Use Case 1: AI-Powered Sales Qualification", "start_seconds": 472}, {"title": "Deep Dive into Sales Qualification Prompts", "start_seconds": 639}, {"title": "Use Case 2: AI Email Triage", "start_seconds": 843}, {"title": "Use Case 3: AI for Financial Planning in Runway", "start_seconds": 984}, {"title": "Use Case 4: AI Expert Feedback Bot", "start_seconds": 1132}, {"title": "How to Develop an AI-First Culture", "start_seconds": 1232}, {"title": "Conclusion and Key Takeaways", "start_seconds": 1343}, {"title": "Q&A: Hallucinations, Costs, and Tools", "start_seconds": 1374}], "navPages": [{"category": {"slug": "ai", "href": "/courses/ai", "title": "AI", "palette": {"--palette-category-base": "#460952", "--palette-category-highlight": "#931FAA", "--palette-category-border": "#EDA6FB"}}, "topics": [{"title": "Agentic AI", "slug": "ai/agentic-ai", "href": "/courses/ai/agentic-ai"}, {"title": "Coding with AI", "slug": "ai/ai-coding", "href": "/courses/ai/ai-coding"}, {"title": "AI Workflows", "slug": "ai/ai-workflows", "href": "/courses/ai/ai-workflows"}, {"title": "Claude Code", "slug": "ai/claude-code", "href": "/courses/ai/claude-code"}, {"title": "OpenClaw", "slug": "ai/openclaw", "href": "/courses/ai/openclaw"}, {"title": "Vibe Coding", "slug": "ai/vibe-coding", "href": "/courses/ai/vibe-coding"}, {"title": "AI Evals", "slug": "ai/evals", "href": "/courses/ai/evals"}, {"title": "AI Transformation", "slug": "ai/ai-transformation", "href": "/courses/ai/ai-transformation"}, {"title": "RAG & Search", "slug": "ai/rag-search", "href": "/courses/ai/rag-search"}, {"title": "MCP", "slug": "ai/mcp", "href": "/courses/ai/mcp"}, {"title": "AI for PMs", "slug": "ai/for-product-managers", "href": "/courses/ai/for-product-managers"}, {"title": "AI for Engineers", "slug": "ai/for-engineers", "href": "/courses/ai/for-engineers"}, {"title": "AI for Designers", "slug": "ai/for-designers", "href": "/courses/ai/for-designers"}, {"title": "AI for Marketers", "slug": "ai/for-marketers", "href": "/courses/ai/for-marketers"}, {"title": "AI for Founders", "slug": "ai/for-founders", "href": "/courses/ai/for-founders"}]}, {"category": {"slug": "product", "href": "/courses/product", "title": "Product", "palette": {"--palette-category-base": "#510B00", "--palette-category-highlight": "#B33600", "--palette-category-border": "#F7804D"}}, "topics": [{"title": "AI for PMs", "slug": "for-product-managers/ai", "href": "/courses/for-product-managers/ai"}, {"title": "Agentic AI", "slug": "for-product-managers/agentic-ai", "href": "/courses/for-product-managers/agentic-ai"}, {"title": "AI Evals", "slug": "for-product-managers/ai-evals", "href": "/courses/for-product-managers/ai-evals"}, {"title": "Vibe Coding", "slug": "for-product-managers/vibe-coding", "href": "/courses/for-product-managers/vibe-coding"}, {"title": "Product Sense", "slug": "for-product-managers/product-sense", "href": "/courses/for-product-managers/product-sense"}, {"title": "Product Discovery", "slug": "for-product-managers/product-discovery", "href": "/courses/for-product-managers/product-discovery"}, {"title": "User Research", "slug": "for-product-managers/user-research", "href": "/courses/for-product-managers/user-research"}, {"title": "Prototyping", "slug": "for-product-managers/prototyping", "href": "/courses/for-product-managers/prototyping"}, {"title": "Growth", "slug": "for-product-managers/growth", "href": "/courses/for-product-managers/growth"}, {"title": "Analytics", "slug": "for-product-managers/analytics", "href": "/courses/for-product-managers/analytics"}, {"title": "Tech Foundations", "slug": "for-product-managers/technical-foundations", "href": "/courses/for-product-managers/technical-foundations"}, {"title": "Strategy", "slug": "for-product-managers/strategy", "href": "/courses/for-product-managers/strategy"}, {"title": "Influence", "slug": "for-product-managers/influence", "href": "/courses/for-product-managers/influence"}, {"title": "Leadership", "slug": "for-product-managers/leadership", "href": "/courses/for-product-managers/leadership"}, {"title": "Career Growth", "slug": "for-product-managers/career-growth", "href": "/courses/for-product-managers/career-growth"}]}, {"category": {"slug": "engineering", "href": "/courses/engineering", "title": "Engineering", "palette": {"--palette-category-base": "#00332F", "--palette-category-highlight": "#00746B", "--palette-category-border": "#88B7B2"}}, "topics": [{"title": "AI for Engineers", "slug": "for-engineers/ai", "href": "/courses/for-engineers/ai"}, {"title": "Agentic AI", "slug": "for-engineers/agentic-ai", "href": "/courses/for-engineers/agentic-ai"}, {"title": "Coding with AI", "slug": "for-engineers/ai-coding", "href": "/courses/for-engineers/ai-coding"}, {"title": "Claude Code", "slug": "for-engineers/claude-code", "href": "/courses/for-engineers/claude-code"}, {"title": "OpenClaw", "slug": "for-engineers/openclaw", "href": "/courses/for-engineers/openclaw"}, {"title": "MCP", "slug": "for-engineers/mcp", "href": "/courses/for-engineers/mcp"}, {"title": "RAG & Search", "slug": "for-engineers/rag-search", "href": "/courses/for-engineers/rag-search"}, {"title": "AI Evals", "slug": "for-engineers/ai-evals", "href": "/courses/for-engineers/ai-evals"}, {"title": "Machine Learning", "slug": "for-engineers/ml", "href": "/courses/for-engineers/ml"}, {"title": "LLM Ops", "slug": "for-engineers/llm-ops", "href": "/courses/for-engineers/llm-ops"}, {"title": "Context Eng", "slug": "for-engineers/context-engineering", "href": "/courses/for-engineers/context-engineering"}, {"title": "Security", "slug": "for-engineers/security", "href": "/courses/for-engineers/security"}, {"title": "System Design", "slug": "for-engineers/system-design", "href": "/courses/for-engineers/system-design"}, {"title": "Leadership", "slug": "for-engineers/leadership", "href": "/courses/for-engineers/leadership"}, {"title": "Career Growth", "slug": "for-engineers/career-growth", "href": "/courses/for-engineers/career-growth"}]}, {"category": {"slug": "design", "href": "/courses/design", "title": "Design", "palette": {"--palette-category-base": "#38085F", "--palette-category-highlight": "#772CBB", "--palette-category-border": "#B5A2D0"}}, "topics": [{"title": "AI for Designers", "slug": "for-designers/ai", "href": "/courses/for-designers/ai"}, {"title": "Agentic AI", "slug": "for-designers/agentic-ai", "href": "/courses/for-designers/agentic-ai"}, {"title": "Vibe Coding", "slug": "for-designers/vibe-coding", "href": "/courses/for-designers/vibe-coding"}, {"title": "Prototyping", "slug": "for-designers/prototyping", "href": "/courses/for-designers/prototyping"}, {"title": "Figma", "slug": "for-designers/figma", "href": "/courses/for-designers/figma"}, {"title": "Design Systems", "slug": "for-designers/design-systems", "href": "/courses/for-designers/design-systems"}, {"title": "User Research", "slug": "for-designers/user-research", "href": "/courses/for-designers/user-research"}, {"title": "Product Discovery", "slug": "for-designers/product-discovery", "href": "/courses/for-designers/product-discovery"}, {"title": "UX", "slug": "for-designers/ux", "href": "/courses/for-designers/ux"}, {"title": "UI", "slug": "for-designers/ui", "href": "/courses/for-designers/ui"}, {"title": "Visual Design", "slug": "for-designers/visual-design", "href": "/courses/for-designers/visual-design"}, {"title": "Design Strategy", "slug": "for-designers/strategy", "href": "/courses/for-designers/strategy"}, {"title": "Influence", "slug": "for-designers/influence", "href": "/courses/for-designers/influence"}, {"title": "Leadership", "slug": "for-designers/leadership", "href": "/courses/for-designers/leadership"}, {"title": "Career Growth", "slug": "for-designers/career-growth", "href": "/courses/for-designers/career-growth"}]}, {"category": {"slug": "marketing", "href": "/courses/marketing", "title": "Marketing", "palette": {"--palette-category-base": "#431532", "--palette-category-highlight": "#943170", "--palette-category-border": "#C99EB5"}}, "topics": [{"title": "AI for Marketers", "slug": "for-marketers/ai", "href": "/courses/for-marketers/ai"}, {"title": "Agentic AI", "slug": "for-marketers/agentic-ai", "href": "/courses/for-marketers/agentic-ai"}, {"title": "Vibe Coding", "slug": "for-marketers/vibe-coding", "href": "/courses/for-marketers/vibe-coding"}, {"title": "Automation", "slug": "for-marketers/marketing-automation", "href": "/courses/for-marketers/marketing-automation"}, {"title": "Content Marketing", "slug": "for-marketers/content-marketing", "href": "/courses/for-marketers/content-marketing"}, {"title": "Demand Gen", "slug": "for-marketers/demand-generation", "href": "/courses/for-marketers/demand-generation"}, {"title": "Go-to-Market", "slug": "for-marketers/gtm", "href": "/courses/for-marketers/gtm"}, {"title": "Product Marketing", "slug": "for-marketers/product-marketing", "href": "/courses/for-marketers/product-marketing"}, {"title": "Positioning", "slug": "for-marketers/positioning", "href": "/courses/for-marketers/positioning"}, {"title": "Social Media", "slug": "for-marketers/social-media", "href": "/courses/for-marketers/social-media"}, {"title": "Brand", "slug": "for-marketers/brand", "href": "/courses/for-marketers/brand"}, {"title": "B2B Marketing", "slug": "for-marketers/b2b", "href": "/courses/for-marketers/b2b"}, {"title": "SEO & AEO", "slug": "for-marketers/seo-aeo", "href": "/courses/for-marketers/seo-aeo"}, {"title": "Strategy", "slug": "for-marketers/strategy", "href": "/courses/for-marketers/strategy"}, {"title": "Leadership", "slug": "for-marketers/leadership", "href": "/courses/for-marketers/leadership"}]}, {"category": {"slug": "leadership", "href": "/courses/leadership", "title": "Leadership", "palette": {"--palette-category-base": "#50090E", "--palette-category-highlight": "#A9202A", "--palette-category-border": "#D49C98"}}, "topics": [{"title": "AI for Leaders", "slug": "for-leaders/ai", "href": "/courses/for-leaders/ai"}, {"title": "Agentic AI", "slug": "for-leaders/agentic-ai", "href": "/courses/for-leaders/agentic-ai"}, {"title": "AI Transformation", "slug": "for-leaders/ai-transformation", "href": "/courses/for-leaders/ai-transformation"}, {"title": "AI Governance", "slug": "for-leaders/ai-governance", "href": "/courses/for-leaders/ai-governance"}, {"title": "Communication", "slug": "for-leaders/communication", "href": "/courses/for-leaders/communication"}, {"title": "Influence", "slug": "for-leaders/influence", "href": "/courses/for-leaders/influence"}, {"title": "Strategy", "slug": "for-leaders/strategy", "href": "/courses/for-leaders/strategy"}, {"title": "Management", "slug": "for-leaders/management", "href": "/courses/for-leaders/management"}, {"title": "People Operations", "slug": "for-leaders/people-operations", "href": "/courses/for-leaders/people-operations"}, {"title": "Exec Presence", "slug": "for-leaders/executive-presence", "href": "/courses/for-leaders/executive-presence"}, {"title": "Storytelling", "slug": "for-leaders/storytelling", "href": "/courses/for-leaders/storytelling"}, {"title": "Goal-setting", "slug": "for-leaders/goal-setting", "href": "/courses/for-leaders/goal-setting"}, {"title": "Personal Brand", "slug": "for-leaders/personal-brand", "href": "/courses/for-leaders/personal-brand"}, {"title": "Career Growth", "slug": "for-leaders/career-growth", "href": "/courses/for-leaders/career-growth"}]}, {"category": {"slug": "founders", "href": "/courses/founders", "title": "Founders", "palette": {"--palette-category-base": "#0C3209", "--palette-category-highlight": "#077202", "--palette-category-border": "#69C662"}}, "topics": [{"title": "AI for Founders", "slug": "for-founders/ai", "href": "/courses/for-founders/ai"}, {"title": "Agentic AI", "slug": "for-founders/agentic-ai", "href": "/courses/for-founders/agentic-ai"}, {"title": "AI Workflows", "slug": "for-founders/ai-workflows", "href": "/courses/for-founders/ai-workflows"}, {"title": "Vibe Coding", "slug": "for-founders/vibe-coding", "href": "/courses/for-founders/vibe-coding"}, {"title": "Prototyping", "slug": "for-founders/prototyping", "href": "/courses/for-founders/prototyping"}, {"title": "Product Sense", "slug": "for-founders/product-sense", "href": "/courses/for-founders/product-sense"}, {"title": "Positioning", "slug": "for-founders/positioning", "href": "/courses/for-founders/positioning"}, {"title": "Product Discovery", "slug": "for-founders/product-discovery", "href": "/courses/for-founders/product-discovery"}, {"title": "Management", "slug": "for-founders/management", "href": "/courses/for-founders/management"}, {"title": "Strategy", "slug": "for-founders/strategy", "href": "/courses/for-founders/strategy"}, {"title": "Go-to-Market", "slug": "for-founders/gtm", "href": "/courses/for-founders/gtm"}, {"title": "Personal Brand", "slug": "for-founders/personal-brand", "href": "/courses/for-founders/personal-brand"}, {"title": "Leadership", "slug": "for-founders/leadership", "href": "/courses/for-founders/leadership"}, {"title": "Fundraising", "slug": "for-founders/fundraising", "href": "/courses/for-founders/fundraising"}, {"title": "PMF", "slug": "for-founders/product-market-fit", "href": "/courses/for-founders/product-market-fit"}]}, {"category": {"slug": "more", "href": "/courses/more", "title": "More", "palette": {"--palette-category-base": "#1E2C2B", "--palette-category-highlight": "#4A6361", "--palette-category-border": "#B9C1BE"}}, "topics": [{"title": "Everyone", "slug": "for-everyone", "href": "/courses/for-everyone"}, {"title": "Operators", "slug": "for-operators", "href": "/courses/for-operators"}, {"title": "Data Scientists", "slug": "for-data-scientists", "href": "/courses/for-data-scientists"}, {"title": "Business Analysts", "slug": "for-business-analysts", "href": "/courses/for-business-analysts"}, {"title": "User Researchers", "slug": "for-user-researchers", "href": "/courses/for-user-researchers"}, {"title": "Customer Success", "slug": "for-customer-success", "href": "/courses/for-customer-success"}, {"title": "Project Managers", "slug": "for-project-managers", "href": "/courses/for-project-managers"}, {"title": "HR Professionals", "slug": "for-hr-professionals", "href": "/courses/for-hr-professionals"}, {"title": "Sales People", "slug": "for-sales-people", "href": "/courses/for-sales-people"}, {"title": "Lawyers", "slug": "for-lawyers", "href": "/courses/for-lawyers"}, {"title": "Finance", "slug": "for-finance-professionals", "href": "/courses/for-finance-professionals"}, {"title": "Investors", "slug": "for-investors", "href": "/courses/for-investors"}, {"title": "Real Estate", "slug": "for-real-estate-agents", "href": "/courses/for-real-estate-agents"}, {"title": "Educators", "slug": "for-educators", "href": "/courses/for-educators"}, {"title": "Creators", "slug": "for-creators", "href": "/courses/for-creators"}]}], "navTagLinks": [{"tag": {"id": 298, "tag_type": "persona", "label": "For Everyone", "slug": "for-everyone", "description": null, "parent_tag_id": null}, "link_slug": "for-everyone"}], "now": "2026-05-19T22:54:10.053Z"}, "__N_SSG": true}, "page": "/p/[slug]/[...ignored]", "query": {"slug": "df987a", "ignored": ["practical-ai-prompt-engineering-with-no-code"]}, "buildId": "qPlLjBFLQ9fnkFKJ7n7E-", "isFallback": false, "isExperimentalCompile": false, "gsp": true, "scriptLoader": []}}