Steal My Exact AI OS Setup (5 simple tips)
$1000 FREE Hyperagent credits and my ROAST skill: https://hyperagent.com/marketplace/s/ccs01KWCXR3W4_XRNS6AAXVZBT0617?utm_source=youtube&utm_medium=influencer&utm_campaign=NATE-HA&promo=NATE-HA My playbook for growing a $1M AI agency: https://app.aiautomationsociety.ai/opaa-ads-optin My FREE resources: https://www.skool.com/ai-automation-society/about?el=AI-OS-5-Tips&hcategory=youtube-videos&utm_campaign=free-group My Tools💻 FREE MONTH voice to text: https://get.glaido.com/nate Code NATEHERK for 10% off VPS (annual plan): https://www.hostinger.com/vps/claude-code-hosting The most common question I get right now is how I keep my AI operating system organized, so in this video I'm breaking down the five tricks I use to keep mine accurate while adding more data every single week. I cover the four ways context fails (poisoning, bloat, confusion, and clash), the difference between expertise and situational context, and how I treat my CLAUDE.md as a routing file instead of a system prompt. I also run my free OS audit skill on my own setup so you can see exactly how it catches stale data and broken routing. Sponsorship Inquiries: 📧 nate@smoothmedia.co Connect with me: https://www.linkedin.com/in/nateherkelman/ https://x.com/nateherk https://www.instagram.com/nateherk/ TIMESTAMPS 0:00 Intro 0:39 Running the OS Audit Skill 1:38 The 4 Context Failure Modes 4:34 Expertise vs Situational Context 6:57 Sponsor 7:58 Audit Results & Skill Walkthrough 11:56 Tip 1 16:53 Tip 2 19:09 Tip 3 20:15 Tip 4 22:50 Tip 5 23:48 Team Syncing & Final Thoughts
