[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-6023038a8912cd08-accelerating-legacy-migrations-with-ai-agents-summary":3,"summaries-facets-categories":84,"summary-related-6023038a8912cd08-accelerating-legacy-migrations-with-ai-agents-summary":6608},{"id":4,"title":5,"ai":6,"body":13,"categories":46,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":51,"navigation":66,"path":67,"published_at":68,"question":48,"scraped_at":68,"seo":69,"sitemap":70,"source_id":71,"source_name":72,"source_type":73,"source_url":74,"stem":75,"tags":76,"thumbnail_url":48,"tldr":81,"tweet":48,"unknown_tags":82,"__hash__":83},"summaries\u002Fsummaries\u002F6023038a8912cd08-accelerating-legacy-migrations-with-ai-agents-summary.md","Accelerating Legacy Migrations with AI Agents",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",4349,492,2078,0.00182525,{"type":14,"value":15,"toc":39},"minimark",[16,21,25,29,32,36],[17,18,20],"h2",{"id":19},"scaling-engineering-through-parallel-ai-agents","Scaling Engineering Through Parallel AI Agents",[22,23,24],"p",{},"Asana successfully removed the deprecated Enzyme testing framework from its codebase by deploying AI agents powered by OpenAI Codex. Instead of manual refactoring, the team utilized a parallelized agent architecture where up to four agents worked simultaneously in isolated copies of the codebase. This approach effectively turned a massive, multi-year technical debt project into a manageable, automated workflow.",[17,26,28],{"id":27},"the-efficiency-of-simple-instructions","The Efficiency of Simple Instructions",[22,30,31],{},"Contrary to the instinct to over-engineer prompts, Asana found that simpler instructions yielded superior results. The process relied on a concise, five-sentence prompt to guide the agents. Human oversight was maintained through a high-leverage review process: engineers checked the agents' progress twice daily and performed a final review and approval of every proposed code change. This human-in-the-loop model ensured code quality while offloading the repetitive, time-consuming migration tasks to the AI.",[17,33,35],{"id":34},"shifting-the-threshold-for-technical-debt","Shifting the Threshold for Technical Debt",[22,37,38],{},"The project's success has fundamentally changed Asana's internal perspective on what constitutes a \"practical\" software project. By reducing the cost of this migration from an estimated $6 million in staffing to approximately $12,000 in model and infrastructure costs, the company has lowered the barrier for tackling other long-running migrations, rewrites, and performance optimizations. This shift allows engineering teams to focus on higher-level product craft rather than being bogged down by legacy maintenance.",{"title":40,"searchDepth":41,"depth":41,"links":42},"",2,[43,44,45],{"id":19,"depth":41,"text":20},{"id":27,"depth":41,"text":28},{"id":34,"depth":41,"text":35},[47],"AI Automation",null,"md",false,{"content_references":52,"triage":61},[53,58],{"type":54,"title":55,"author":56,"context":57},"tool","OpenAI Codex","OpenAI","recommended",{"type":54,"title":59,"context":60},"Enzyme","mentioned",{"relevance":62,"novelty":63,"quality":63,"actionability":63,"composite":64,"reasoning":65},5,4,4.35,"Category: AI Automation. The article provides a detailed case study on how Asana utilized AI agents to automate a legacy migration, addressing a specific pain point of reducing technical debt and improving efficiency. The insights on using simple prompts and maintaining human oversight offer actionable strategies for product builders looking to implement similar AI solutions.",true,"\u002Fsummaries\u002F6023038a8912cd08-accelerating-legacy-migrations-with-ai-agents-summary","2026-08-19 03:12:30",{"title":5,"description":40},{"loc":67},"6023038a8912cd08","OpenAI News","article","https:\u002F\u002Fopenai.com\u002Findex\u002Fasana","summaries\u002F6023038a8912cd08-accelerating-legacy-migrations-with-ai-agents-summary",[77,78,79,80],"ai-tools","automation","frontend","software-engineering","Asana replaced an outdated testing framework in two weeks using AI agents, reducing a projected five-year, $6M manual effort to a $12K infrastructure 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These skills encode the \"taste\" required to make professional-looking edits.",[6630,6650,6651,6654,6655,6662],{},[6633,6652,6653],{},"Composition via Code:"," The system uses ",[6656,6657,6661],"a",{"href":6658,"rel":6659},"https:\u002F\u002Fwww.remotion.dev\u002F",[6660],"nofollow","Remotion",", a framework that allows video to be expressed as React code. Because LLMs are highly proficient at writing code, they can programmatically assemble video tracks, assets, and transitions.",[6630,6664,6665,6668],{},[6633,6666,6667],{},"Verification Layer:"," To prevent rendering failures, a verification pass checks the generated composition. If errors are detected, the agent iterates on the code until a valid, renderable output is produced.",[17,6670,6672],{"id":6671},"bridging-the-gap-to-mass-consumers","Bridging the Gap to Mass Consumers",[22,6674,6675],{},"To make this complex backend accessible to non-technical users, Reelful employs three primary strategies:",[6677,6678,6679,6685,6691],"ul",{},[6630,6680,6681,6684],{},[6633,6682,6683],{},"Mobile-First Design:"," The interface is optimized for mobile, allowing users to generate content on the go.",[6630,6686,6687,6690],{},[6633,6688,6689],{},"Directional Templates:"," Recognizing that prompting can be difficult, the app provides templates (e.g., \"speak-to-camera\" or \"b-roll heavy\") that allow users to produce content with minimal or no manual prompting.",[6630,6692,6693,6696],{},[6633,6694,6695],{},"Hybrid Editing:"," The system generates the initial edit agentically, but provides a built-in, familiar editor interface. This allows users to perform final manual tweaks—such as trimming a specific second or correcting a caption—without needing to understand the underlying AI pipeline.",{"title":40,"searchDepth":41,"depth":41,"links":6698},[6699,6700],{"id":6621,"depth":41,"text":6622},{"id":6671,"depth":41,"text":6672},[47],{"content_references":6703,"triage":6709},[6704,6705],{"type":54,"title":6661,"url":6658,"context":57},{"type":6706,"title":6707,"publisher":6708,"context":60},"other","a16z SPEEDRUN","Andreessen Horowitz",{"relevance":62,"novelty":63,"quality":63,"actionability":63,"composite":64,"reasoning":6710},"Category: AI Automation. The article provides a detailed overview of an innovative approach to video editing using LLMs, which directly addresses the audience's interest in practical AI applications. It outlines a structured workflow for automating video editing, which can be actionable for developers looking to integrate similar AI-driven features into their products.","\u002Fsummaries\u002Feb189b8022de371d-building-agentic-video-editors-for-consumer-use-summary","2026-08-18 14:30:38","2026-08-19 03:11:54",{"title":6611,"description":40},{"loc":6711},"eb189b8022de371d","AI Engineer","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=pPj_tjlvYjA","summaries\u002Feb189b8022de371d-building-agentic-video-editors-for-consumer-use-summary",[77,78,79,6722],"llm","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FpPj_tjlvYjA\u002Fhqdefault.jpg","Reelful automates video editing by treating it as a code-generation task, using LLMs to manipulate Remotion (React-based video) within a sandbox to turn raw footage into polished social content.","This talk explains the architecture behind [Reelful](https:\u002F\u002Fwww.katedeyneka.com), an agentic video editor that treats video composition as a coding task. The speaker details how they use [Remotion](https:\u002F\u002Fwww.remotion.dev) to let LLMs generate video via React code, emphasizing that the primary challenge is not generation, but the \"taste\" and verification logic required to edit messy, real-world footage into a polished final product.",[],"BjwNAc_-TwjOBCK65p2YYWV7PWeKKCbkmEd7pbLY-zk",{"id":6729,"title":6730,"ai":6731,"body":6736,"categories":6784,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":6785,"navigation":66,"path":6792,"published_at":6793,"question":48,"scraped_at":6794,"seo":6795,"sitemap":6796,"source_id":6797,"source_name":6798,"source_type":6718,"source_url":6799,"stem":6800,"tags":6801,"thumbnail_url":6803,"tldr":6804,"tweet":6805,"unknown_tags":6806,"__hash__":6807},"summaries\u002Fsummaries\u002Fff8fb19891839fd8-building-long-running-event-driven-ai-agents-with-summary.md","Building Long-Running, Event-Driven AI Agents with ADK",{"provider":7,"model":8,"input_tokens":6732,"output_tokens":6733,"processing_time_ms":6734,"cost_usd":6735},5095,604,4430,0.001276375,{"type":14,"value":6737,"toc":6779},[6738,6742,6745,6748,6752,6772,6776],[17,6739,6741],{"id":6740},"the-long-running-agent-pattern","The Long-Running Agent Pattern",[22,6743,6744],{},"Traditional AI agents often rely on chat-based memory stored in vector databases, which leads to \"token bloat\" and context pollution over time. The Agent Development Kit (ADK) introduces a pattern for long-running agents designed to handle multi-day or multi-week workflows—such as employee onboarding—without keeping the agent continuously active.",[22,6746,6747],{},"Unlike standard chatbots, ADK agents utilize a state-machine architecture where the state is defined as an enum in a database. This allows the system to remain in a \"dormant\" state, consuming zero compute resources while waiting for external events (e.g., a document signature or a hardware delivery webhook). The agent only \"wakes up\" when an event occurs, processes the next step in the workflow, and returns to a dormant state.",[17,6749,6751],{"id":6750},"core-architectural-advantages","Core Architectural Advantages",[6677,6753,6754,6760,6766],{},[6630,6755,6756,6759],{},[6633,6757,6758],{},"Durable State Management:"," By treating state as a database-backed enum rather than raw JSON chat logs, the system ensures reliability and prevents the context window from becoming cluttered with irrelevant historical data.",[6630,6761,6762,6765],{},[6633,6763,6764],{},"Event-Driven Dormancy:"," The system eliminates the need for polling loops or spinning threads. The agent is fully at rest between \"pause gates,\" making it highly scalable and cost-effective for long-duration processes.",[6630,6767,6768,6771],{},[6633,6769,6770],{},"Multi-Agent Delegation:"," The architecture supports a coordinator agent that delegates specialized tasks (like IT provisioning) to sub-agents. This keeps the reasoning chain clean and ensures that each agent remains focused on a specific domain, improving overall task accuracy.",[17,6773,6775],{"id":6774},"implementation-insights","Implementation Insights",[22,6777,6778],{},"In a production environment, this pattern relies on external triggers. For example, when an employee signs an onboarding packet, the system triggers a resume turn in the backend. The UI is designed to wait for this backend confirmation before updating, which prevents optimistic UI errors and ensures the user interface accurately reflects the agent's state machine progress. This strict adherence to the state machine ensures that agents cannot be coerced into skipping mandatory steps in a workflow.",{"title":40,"searchDepth":41,"depth":41,"links":6780},[6781,6782,6783],{"id":6740,"depth":41,"text":6741},{"id":6750,"depth":41,"text":6751},{"id":6774,"depth":41,"text":6775},[47],{"content_references":6786,"triage":6790},[6787],{"type":54,"title":6788,"url":6789,"context":57},"Agent Development Kit (ADK)","https:\u002F\u002Fgithub.com\u002Fgoogle\u002Fagent-development-kit",{"relevance":62,"novelty":63,"quality":63,"actionability":63,"composite":64,"reasoning":6791},"Category: AI & LLMs. The article provides a detailed exploration of the Agent Development Kit (ADK) for building event-driven AI agents, addressing specific pain points like token bloat and state management. It offers actionable insights on implementing a state-machine architecture, making it highly relevant for developers looking to integrate AI into their products.","\u002Fsummaries\u002Fff8fb19891839fd8-building-long-running-event-driven-ai-agents-with-summary","2026-06-16 19:00:11","2026-06-17 12:56:40",{"title":6730,"description":40},{"loc":6792},"ff8fb19891839fd8","Google Cloud Tech","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=JsNbFnT0QCw","summaries\u002Fff8fb19891839fd8-building-long-running-event-driven-ai-agents-with-summary",[6802,77,78,80],"agents","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FJsNbFnT0QCw\u002Fhqdefault.jpg","The Agent Development Kit (ADK) enables stateless, event-driven AI agents that maintain state across weeks of dormancy without token bloat, using a state-machine approach rather than traditional chat-based memory.","This video provides a walkthrough of a new [Agent Development Kit (ADK)](https:\u002F\u002Fgoo.gl\u002F3QlK4LA) designed for building event-driven, long-running AI agents. The presenter demonstrates an HR onboarding workflow to show how the system handles state persistence and multi-agent delegation without the token bloat or continuous polling typical of standard chatbot architectures. You can find the full [tutorial here](https:\u002F\u002Fgoo.gl\u002F4omygFD).",[80],"JbV0ia6OCOGRZxf_W7Iq2oMgaX9jAaTBi5j7jYch8Rw",{"id":6809,"title":6810,"ai":6811,"body":6816,"categories":6903,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":6904,"navigation":66,"path":6919,"published_at":6920,"question":48,"scraped_at":6921,"seo":6922,"sitemap":6923,"source_id":6924,"source_name":6925,"source_type":6718,"source_url":6926,"stem":6927,"tags":6928,"thumbnail_url":6930,"tldr":6931,"tweet":6932,"unknown_tags":6933,"__hash__":6934},"summaries\u002Fsummaries\u002F11ff64b745189442-building-apple-style-websites-with-claude-code-and-summary.md","Building Apple-Style Websites with Claude Code and AI Video",{"provider":7,"model":8,"input_tokens":6812,"output_tokens":6813,"processing_time_ms":6814,"cost_usd":6815},8424,732,4132,0.003204,{"type":14,"value":6817,"toc":6898},[6818,6822,6837,6841,6848,6851,6871,6875,6878],[17,6819,6821],{"id":6820},"the-ai-powered-design-workflow","The AI-Powered Design Workflow",[22,6823,6824,6825,6828,6829,6832,6833,6836],{},"Building Apple-style landing pages—characterized by high-fidelity product visuals and smooth scroll-triggered animations—is achievable by integrating AI image and video generation with local development environments. The core of this workflow involves using ",[6633,6826,6827],{},"Claude Design"," for rapid structural prototyping, ",[6633,6830,6831],{},"Claude Code"," for local implementation and refinement, and ",[6633,6834,6835],{},"Higgsfield AI"," (utilizing Google’s Nano Banana model) for visual asset generation.",[17,6838,6840],{"id":6839},"from-video-to-interactive-frames","From Video to Interactive Frames",[22,6842,6843,6844,6847],{},"One of the primary challenges in web animation is the lack of granular control over standard MP4 files. To solve this, the author uses ",[6633,6845,6846],{},"FFmpeg"," to decompose video files into individual image frames. This allows developers to map specific scroll positions or hover states to precise frames, creating a seamless, high-end interaction that feels native to the browser.",[22,6849,6850],{},"Key steps in this process include:",[6677,6852,6853,6859,6865],{},[6630,6854,6855,6858],{},[6633,6856,6857],{},"Asset Generation:"," Using AI to generate a starting frame and an ending frame, then using a video model (like Kling 3.0) to interpolate the transition.",[6630,6860,6861,6864],{},[6633,6862,6863],{},"Frame Extraction:"," Running FFmpeg via Claude Code to break the resulting video into a sequence of PNGs.",[6630,6866,6867,6870],{},[6633,6868,6869],{},"State Mapping:"," Prompting the LLM to trigger specific frames based on user interactions (e.g., hover-to-expand or scroll-to-animate).",[17,6872,6874],{"id":6873},"iterative-refinement-and-deployment","Iterative Refinement and Deployment",[22,6876,6877],{},"Because AI outputs are rarely perfect on the first attempt, the author emphasizes an iterative approach. This involves:",[6677,6879,6880,6886,6892],{},[6630,6881,6882,6885],{},[6633,6883,6884],{},"Prompt Engineering:"," Refining prompts to adjust timing, background consistency, and object placement.",[6630,6887,6888,6891],{},[6633,6889,6890],{},"Local Development:"," Using Claude Code to manage the codebase, install necessary dependencies, and handle the logic for scroll-based interactions.",[6630,6893,6894,6897],{},[6633,6895,6896],{},"Deployment:"," Once the interaction logic is finalized, the project is prepared for deployment to Vercel. Claude Code can provide step-by-step guidance for this process, making it accessible even for those unfamiliar with standard CI\u002FCD pipelines.",{"title":40,"searchDepth":41,"depth":41,"links":6899},[6900,6901,6902],{"id":6820,"depth":41,"text":6821},{"id":6839,"depth":41,"text":6840},{"id":6873,"depth":41,"text":6874},[47],{"content_references":6905,"triage":6916},[6906,6908,6910,6913,6914],{"type":54,"title":6831,"url":6907,"context":57},"https:\u002F\u002Fclaude.ai\u002Fdesign",{"type":54,"title":6835,"url":6909,"context":57},"https:\u002F\u002Fhiggsfield.ai\u002F",{"type":54,"title":6911,"url":6912,"context":57},"Mobbin","https:\u002F\u002Fmobbin.com\u002F",{"type":54,"title":6846,"context":57},{"type":54,"title":6915,"context":57},"Kling AI",{"relevance":62,"novelty":63,"quality":63,"actionability":62,"composite":6917,"reasoning":6918},4.55,"Category: Design & Frontend. The article provides a detailed workflow for creating interactive landing pages using AI tools, addressing the audience's need for practical applications in design and frontend development. It includes specific steps like using FFmpeg for frame extraction and Claude Code for local development, making it immediately actionable.","\u002Fsummaries\u002F11ff64b745189442-building-apple-style-websites-with-claude-code-and-summary","2026-06-15 13:05:41","2026-06-16 12:56:29",{"title":6810,"description":40},{"loc":6919},"11ff64b745189442","UI Collective","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=8fva1VtacT8","summaries\u002F11ff64b745189442-building-apple-style-websites-with-claude-code-and-summary",[77,79,78,6929],"coding","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002F8fva1VtacT8\u002Fhqdefault.jpg","A practical workflow for creating high-end, interactive landing pages by combining AI-generated imagery, video frame extraction, and local development via Claude Code.","This video demonstrates a workflow for building an Apple-style landing page by combining [Claude Design](https:\u002F\u002Fclaude.ai\u002Fdesign) for the initial layout, [Claude Code](https:\u002F\u002Fclaude.com\u002Fclaude-code) for local development, and [Higgsfield](https:\u002F\u002Fhiggsfield.ai\u002F) to generate the product imagery and video assets. The creator walks through the process of using AI to bridge the gap between static mockups and interactive web animations.",[],"OtTRlQ468st8Z2JF9C9gJLr1Um63gbkKQXTCU5UvvV8",{"id":6936,"title":6937,"ai":6938,"body":6943,"categories":7012,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":7013,"navigation":66,"path":7027,"published_at":7028,"question":48,"scraped_at":7029,"seo":7030,"sitemap":7031,"source_id":7032,"source_name":6925,"source_type":6718,"source_url":7033,"stem":7034,"tags":7035,"thumbnail_url":7037,"tldr":7038,"tweet":7039,"unknown_tags":7040,"__hash__":7041},"summaries\u002Fsummaries\u002F91e80818303e41fd-building-interactive-3d-websites-with-claude-code-summary.md","Building Interactive 3D Websites with Claude Code",{"provider":7,"model":8,"input_tokens":6939,"output_tokens":6940,"processing_time_ms":6941,"cost_usd":6942},7973,818,4781,0.00322025,{"type":14,"value":6944,"toc":7007},[6945,6949,6952,6956,6959,6962,6982,6986,6989],[17,6946,6948],{"id":6947},"the-design-first-workflow","The Design-First Workflow",[22,6950,6951],{},"Instead of starting with complex animations or imagery, begin by establishing the text layout and typography. Designers often make the mistake of building around visuals, only to realize the text doesn't fit the final composition. By defining the hero section's text hierarchy first, you create a framework that supports the later integration of 3D elements. Use tools like Dribbble or Mobbin to find high-end design inspiration, then use Claude Design to quickly mock up the initial text-based structure before moving into full development.",[17,6953,6955],{"id":6954},"integrating-3d-assets-with-ai","Integrating 3D Assets with AI",[22,6957,6958],{},"To elevate a static site, integrate 3D elements that respond to user interaction. The author demonstrates connecting the Higgsfield AI MCP (Model Context Protocol) to Claude Code to generate realistic, 3D assets.",[22,6960,6961],{},"Key strategies for 3D integration include:",[6677,6963,6964,6970,6976],{},[6630,6965,6966,6969],{},[6633,6967,6968],{},"Layering:"," Ensure 3D elements (like a rotating planet) sit behind text but in front of the background to create depth.",[6630,6971,6972,6975],{},[6633,6973,6974],{},"Scroll-Triggered Animation:"," Use the primary 3D element from the hero section to guide the user into the next section. As the user scrolls, the object should zoom or transition to highlight specific content, creating a cohesive narrative flow.",[6630,6977,6978,6981],{},[6633,6979,6980],{},"Iterative Prompting:"," If the initial AI output is too static (e.g., a flat image instead of a 3D model), refine the prompt to specify rotation, lighting, and spatial relationship to the text.",[17,6983,6985],{"id":6984},"deployment-and-production","Deployment and Production",[22,6987,6988],{},"For projects intended as portfolios or prototypes, avoid complex no-code platforms that may limit future flexibility. Instead, use Claude Code to prepare the project for a standard production environment. The workflow involves:",[6627,6990,6991,6996,7001],{},[6630,6992,6993,6995],{},[6633,6994,6890],{}," Iterating on the UI and interactions within the Claude Code environment.",[6630,6997,6998,7000],{},[6633,6999,6896],{}," Using Vercel for hosting. While pushing to GitHub is best practice for long-term maintenance, for quick portfolio pieces, you can follow the CLI-based deployment steps provided by Claude Code to get a live URL in minutes.",[6630,7002,7003,7006],{},[6633,7004,7005],{},"Responsiveness:"," Ensure that 3D elements and animations remain stable across different viewport sizes by testing the canvas behavior during the generation process.",{"title":40,"searchDepth":41,"depth":41,"links":7008},[7009,7010,7011],{"id":6947,"depth":41,"text":6948},{"id":6954,"depth":41,"text":6955},{"id":6984,"depth":41,"text":6985},[47],{"content_references":7014,"triage":7025},[7015,7016,7017,7019,7022],{"type":54,"title":6831,"url":6907,"context":57},{"type":54,"title":6835,"url":6909,"context":57},{"type":54,"title":6911,"url":7018,"context":57},"http:\u002F\u002Fmobbin.com\u002Fuicollective",{"type":54,"title":7020,"url":7021,"context":57},"Vercel","https:\u002F\u002Fvercel.com",{"type":54,"title":7023,"url":7024,"context":60},"Dribbble","https:\u002F\u002Fdribbble.com",{"relevance":62,"novelty":63,"quality":63,"actionability":62,"composite":6917,"reasoning":7026},"Category: Design & Frontend. The article provides a detailed workflow for integrating AI-generated 3D assets into web design, addressing practical applications for designers and developers. It includes specific strategies for text layout and 3D integration, making it immediately actionable for the audience.","\u002Fsummaries\u002F91e80818303e41fd-building-interactive-3d-websites-with-claude-code-summary","2026-06-09 13:06:40","2026-06-10 12:56:36",{"title":6937,"description":40},{"loc":7027},"91e80818303e41fd","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=AGHqBAVyrQs","summaries\u002F91e80818303e41fd-building-interactive-3d-websites-with-claude-code-summary",[77,79,7036,78],"ui-ux","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FAGHqBAVyrQs\u002Fhqdefault.jpg","Learn a practical workflow for building high-end, 3D-interactive websites by combining Claude Code, Higgsfield AI for assets, and Vercel for deployment.","This video demonstrates a workflow for building a hero section by prototyping the layout in [Claude Design](https:\u002F\u002Fclaude.ai\u002Fdesign), then using [Claude Code](https:\u002F\u002Fclaude.ai\u002Fclaude-code) to implement the code and integrate [Higgsfield](https:\u002F\u002Fhiggsfield.ai\u002F) for generating 3D assets. It serves as a practical example of using AI agents to iterate on visual elements like background stars and rotating planets.",[],"cW2Tkl88jIt8DMsSUB_gZ9O4Ibf_zWoYC4ZwnopHSOI"]