Tool Use - AI Conversations

← Tool Use - AI Conversations3 Feb · 43 min

From Marketer to Growth Engineer Using AI (ft Justin Borge)

From Marketer to Growth Engineer Using AI (ft Justin Borge)3 Feb43 min

<p>Join the Tool Use Discord: https://discord.gg/PnEGyXpjaX</p><p><br></p><p>Unlock the ability to build AI tools without coding experience as Justin Borge joins Tool Use to demonstrate how he built Helios, a personal management system, using only LLMs like Gemini and Claude. Justin breaks down his transition from marketer to growth engineer, sharing his exact workflows for using JSON documentation to give AI a perfect memory of his business and goals. He reveals his unique &quot;bullying&quot; strategy for debugging code using persona-based prompts and explains how he created a human-in-the-loop system to safely edit local files without hallucinations. This conversation covers everything from writing your first Python script to mastering meta-prompting for maximum productivity.</p><p><br></p><p>https://www.linkedin.com/in/justinborge/ </p><p>https://justinborge.com</p><p><br></p><p>Connect with us </p><p>https://x.com/ToolUsePodcast </p><p>https://x.com/MikeBirdTech</p><p><br></p><p>00:00:00 - Intro </p><p>00:03:49 - Top AI Tools &amp; JSON Workflows </p><p>00:10:06 - Transitioning from Marketing to Engineering </p><p>00:12:23 - How to Debug Code Without Coding Knowledge </p><p>00:13:56 - Persona Prompting &amp; &quot;Bullying&quot; LLMs </p><p>00:18:09 - Live Demo: Helios AI Management System </p><p>00:31:29 - How to Start Building AI Tools Today</p><p><br></p><p>Subscribe for more insights on AI tools, productivity, and growth engineering.</p><p><br></p><p>Tool Use is a weekly conversation with the top AI experts.</p>