We mention a lot of books on this show and never write them down. Fixed that. 61 books, 39 essays, 88 episodes, free: https://lazy-leverage.saganpassport.com/ Jon put a $300 a month Grok Bot subscription on his card and blew through it in three days. The next time he looked he was at $1,300. He had four agents checking four email inboxes every fifteen minutes with a heavy model, feeding it the entire email history each time, which is work a webhook does for free. Grok Bot spins up its own virtual Linux machine for every agent, so when a tool has no API the agent just clicks around like a person would. That is what the money bought: proof the workflow runs at all. Cleaning it up comes after. Peter comes at the same problem from the other side, three weeks into running Hermes on a VPS wired to his WhatsApp, and opens with the least likely argument on an AI podcast, which is that if you run a real offline business you should be slow to adopt and skepticism is a feature. In this one: Matzner's Hierarchy of Leverage and the corollary Jon landed on this month, that the bottom rung has its own hierarchy inside it (powerful model with computer use, then cheaper model, then API call, then deterministic code), why the engineers building a direct mail tool used a free open source model to sort interior photos from exterior ones before anything expensive touched the job, why a human labeled test set is the whole ballgame, and why Jon would rather read your sent email than ask you what you do all day. Chapters: 00:00 - Intro 00:55 - Welcome to Lazy Leverage 01:38 - What Grok Bot Is, and What OpenClaw Was 04:32 - Be Slow to Adopt 06:31 - Brought to You by Sagan Passport 07:27 - A Virtual Linux Machine for Every Agent 11:53 - Stalin, the Chief of Staff Agent 16:12 - Pointing It at Your Own Models to Cut the Bill 24:12 - Weak Replacement vs Reinvention 31:49 - Everything Is Not an Agent 34:58 - The Hierarchy of Leverage Is Fractal 38:30 - How the $1,300 Actually Happened 41:27 - Cascading Models on a Postcard 46:31 - The Human Labeled Test Set 50:54 - Primary Sources Over Job Descriptions 54:42 - Books We're Reading References Mentioned in This Episode - Books: Carreyrou, J. (2018). Bad blood: Secrets and lies in a Silicon Valley startup. Knopf. Grann, D. (2023). The wager: A tale of shipwreck, mutiny, and murder. Doubleday. O'Brian, P. (1969). Master and commander. Lippincott. Forester, C. S. (1937). The happy return. Michael Joseph. (First of the Horatio Hornblower series, published in the US as Beat to Quarters.) Quotes Referenced: Bill Gates, on automation: "The first rule of any technology used in a business is that automation applied to an efficient operation will magnify the efficiency. The second is that automation applied to an inefficient operation will magnify the inefficiency." Elon Musk, on the same trap: "The most common error of a smart engineer is to optimize a thing that should not exist." People & Frameworks Cited: Matzner's Hierarchy of Leverage, and the corollary that the technology rung runs fractally inside itself Zaki, Sagan's President of AI, on training agents to check a live model ranking site before choosing a model Plato's allegory of the cave, on job descriptions as shapes on the wall Desire paths and emergent order, and emergent role design The Tiger tank and Sherman tank maintenance ratio Elizabeth Holmes and Theranos OpenRouter's acquisition by Stripe Peter's Twitter DM funnel, 75 a day parsed into Beehiiv for about $25 every three or four weeks Tools Mentioned in the Episode: Grok, Grok Bot, Grok Heavy, Grok Flash, OpenClaw, Hermes, Claude, Claude Code, Cowork, Fable, Opus, Sonnet, Codex, ChatGPT, GPT-5.6 Luna, GPT-5.6 Sol, OpenRouter, AgentMail, AppFolio, Zillow, Slack, WhatsApp, Todoist, Google Calendar, 1Password, LastPass, Beehiiv, HubSpot, Notion, ClickUp, Zapier Related Reading: Jon on what the money actually bought, and the hierarchy inside the hierarchy: https://lazyleverage.beehiiv.com/p/i-spent-1200-in-two-days-on-grokbot Follow Jon: https://www.linkedin.com/in/jonmatzner/ | https://x.com/MatznerJon | https://jonmatzner.com/ Follow Peter: https://www.linkedin.com/in/pslohmann/ | https://x.com/pslohmann | https://www.peterlohmann.com/ 🌎 Brought to you by Sagan Passport: https://saganpassport.com Schedule a free consulting session: https://www.saganpassport.com/free-consultation 👷 Join Crane, Peter's community for property management operators: https://www.joincrane.co/ Watch on YouTube: https://www.youtube.com/@LazyLeverageofficial