AI is just hype, they said...
The creator showcases a fully custom-built learning and membership platform called MyICO, constructed entirely by an AI team using Claude and a local folder-based agent orchestration system. The platform features self-hosted video, semantic search, community management, coaching session libraries with timestamped chapters, and a tool-finder database. Three new courses are announced teaching users how to replicate this AI team structure for their own productivity or knowledge management needs.
Summary
The video is a tour of the newly launched MyICO platform, a self-built membership and learning application created entirely by an AI team orchestrated through Claude. The creator explains that after years of bouncing between platforms like Circle, Mighty Networks, and WordPress, he and co-founder Paco decided to build their own platform from scratch using an AI agent team structured around a local folder system.
The platform's community is entity-based, meaning comments and discussions are contextually linked to specific tools, lessons, or coaching sessions rather than existing in isolated threads. The platform uses a self-hosted video system giving full control over transcripts and timestamps, enabling a powerful search experience where users can find a keyword like 'Claude,' get a glossary definition, jump to a relevant lesson, and even land at an exact timestamp in a recorded coaching session.
A key feature is 'Jax,' an AI community manager trained on thousands of articles, videos, podcast episodes, lessons, and coaching recordings. Jax can answer member questions, escalate to human founders when needed, and continuously learns from the answers Paco and the creator provide. The support ticket system has also been replaced with a self-made AI-powered version.
Three new workshop courses are introduced: a Foundations course (building the base folder and agent structure), an IPA (Intelligent Process Automation) system course, and a PKM (Personal Knowledge Assistance) system course. The foundation is an orchestrator agent named Larry, supported by Nolan (HR agent), Pex (deep research analyst), Iris (design system agent), and Pixel (thumbnail creator), among others. The creator demonstrates downloading the PKM course folder and immediately activating Larry inside Claude Code or Obsidian's terminal plugin.
The ICO methodology underpins everything taught — covering productivity end-to-end from note-taking and personal knowledge management to task management, automation, and AI. The platform also includes a tool-finder showing real community usage data across 420+ tools filtered by role and industry, a workstream creator for visualizing automated vs. manual workflows, and an ICO framework canvas for mapping personal tool stacks. The creator emphasizes that the entire platform, including design, was produced by the AI team, citing the jump in capability with Claude Opus 4.7 as a significant turning point.
Key Insights
- The creator argues that the entire MyICO platform — including its design system, database architecture, and application security — was built by an AI agent team orchestrated through Claude using only a local folder structure, with no traditional development team.
- The platform's search is semantic and deeply integrated with self-hosted video, allowing a search result to open a coaching recording and jump directly to the exact timestamp where a topic is discussed — something the creator says he had been working toward for years.
- The creator claims that with Claude Opus 4.7, the design agent Iris became capable enough to replace dedicated design platforms like Claude Artifacts/Design, handling the full design system for the application.
- Jax, the AI community manager, is described as continuously learning from the real answers Paco and the creator give to community members, and is trained on thousands of articles, videos, podcast episodes, lessons, and the full ICO journey book — enabling it to point users to specific coaching session timestamps.
- The creator states that MyICO is run by just two people — himself and Paco — with the AI team replacing what would otherwise require additional staff, including the entire support ticket system, content management, and community moderation.
Topics
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