Summary
Liam Ottley walks a business owner, Isaac, through building a personal AI operating system, a “Jarvis” for running a company, using the Claude desktop app and Claude Code. The setup is delivered as a folder with an install command that guides the user through each step, and the template is offered in the description.
The walkthrough covers enabling bypass permissions to avoid constant approval prompts, connecting GitHub for version history, and linking business tools. Ottley explains the tradeoff between MCPs, which are quick to set up but can bloat context with tens of thousands of tokens of tool definitions, and API keys, which are needed when building custom apps for providers like Anthropic and OpenAI.
The system organizes organizational context, such as the owner’s role, team, strategy, and brand, into documents so agents spin up faster and more accurately. Ottley also demonstrates session housekeeping commands: prime at the start of each session, log at the end, and hand off when a session gets too full, which he prefers to auto-compaction. The example is a business development dashboard that surfaces follow-ups with drafts already prepared, aimed at owners who want one practical AI setup.
📺 Source: Liam Ottley · Published November 12, 2026
🏷️ Format: Workflow Case Study
