A personal AI-native operating system that replaces a traditional product team. Every function — research, design, engineering, code review, documentation — is handled by AI agents and tools. Human input is limited to three things: approval, judgment, and ideas.
What it does: Digests and organizes everything I learn into a queryable, versioned knowledge base that feeds all agents across all products.
| Category | Tool | What it does |
|---|---|---|
| Knowledge base architecture | Karpathy LLM Wiki | The base structure all knowledge is stored in — markdown-native, queryable |
| Knowledge UI | Obsidian | Local interface for the wiki. Maps keywords as a network graph, visualizes relationships between concepts |
| Version control | GitHub | Obsidian syncs directly to GitHub. An agent commits every time the knowledge hub is updated — nothing is lost |
| Link ingestion | Claude Code agent | Paste any link → agent follows a script to digest the content, converts it into a raw file, reformats it as a clean .md file, and adds it into the LLM wiki automatically |
| Research synthesis | NotebookLM | Captures YouTube content and linked sources, used for interview prep and knowledge synthesis |
How data gets in: Every product gets its own knowledge hub. When I find a source — article, podcast, paper, YouTube video — I paste the link into Claude Code. A pre-built agent runs a digestion script: raw content → clean .md file → added into the LLM wiki. Obsidian surfaces it visually. The agent commits to GitHub automatically so the knowledge base is always versioned and saved.
What lives here:
What it does: A roster of specialized AI agents, each owning a specific function — running across tools I already use, not as a separate system.
| Agent | Tool | Role |
|---|---|---|
| Personal CTO | Hermes (NousResearch) — runs locally | Technical decisions, architecture, spec review across all products. Runs on-device to protect environment and data. Shared across all products — one CTO, full cross-product context |
| Personal Assistant | OpenClaw | Day-to-day task execution, workflow coordination across product work and community |
| Senior UX Designer | Custom ChatGPT GPT | Design direction, UX feedback, human-centered decisions. Custom GPT built with full knowledge of a senior AI UX/UI designer |
| Coding agents | Claude Code + Cursor | Multiple specialized agents embedded inside the IDE — handle different parts of the build, spec, and review workflow via slash commands |
| Platform agents | Various platforms | Agents embedded across Notion, Make, n8n, and other tools handling automation and coordination tasks |
Note on Hermes: Runs locally on-device. This keeps the environment protected, allows it to work on-site, and gives it full context across current work including OpenClaw Vietnam.