I Built a $1 Million System in 11 Days With No Coding with Peter McCormack

— Peter McCormack built a complete podcast management system with Claude in 11 days—work that would have taken a 14-person team over a year and cost ~£1 million, with no prior coding experience.

— The system automates episode tracking, guest management, sponsor workflows, task assignment, and email distribution, reducing his MailChimp workflow from one hour to one minute per send.

— McCormack created "AI departments" (editorial, production, marketing, commercial) with 56 virtual employees that hold weekly meetings, grade recommendations against podcast goals, and surface actionable growth ideas.

— Prompting and "skills" (domain-expert frameworks stored as markdown instructions) are the core lever: asking Claude to adopt the expertise of world-class practitioners before solving problems dramatically improves output quality.

— McCormack views this moment as a printing-press event for software—individuals can now build custom, complex applications at near-zero cost, threatening aggregators (hotels.com, Squarespace) while decentralizing software capability.

— There is a short window to "state your claim" in AI-augmented workflows before established winners emerge; learning the tools takes days, not weeks.

— Start immediately: open Claude and build a to-do list, then a calendar with login. The learning curve is days, not weeks. Bookmark useful prompts on Twitter/YouTube (search "Claude Tools," "Claude Tips") and bookmark them for reference as you iterate.

— Design and store "skills" before major prompts—ask Claude to adopt a world-class expert persona in your domain, then reference that skill in every related project. This framework-stacking approach dramatically improves output fidelity across multiple builds.

— Map which processes in your business or life can be automated or accelerated by AI agents: spreadsheets to eliminate, email workflows, calendar coordination, subscription audits. The productivity gains compound fastest when you build systems that manage other systems (dashboards, task queues, integration backbones).