Nate Herk

Activities

historical

Background in software development and business consulting. Built an AI automation agency before pivoting to educational content and community building.

present

AI automation educator and agency advisor. Covers Claude Code, Antigravity, n8n, and AI agency business models. Runs “AI Automation Society Plus,” a paid community for practitioners. 54 videos in dataset. One of the more popular channels — 103k+ views on a single video.

Content style

Strategic and business-minded. Balances technical tool coverage with agency/monetization advice. Known for long-form honest reviews (100-hour tests). Advocates for simplicity and leverage over complexity — “the golden AI ratio.” Content mixes tool comparisons with actionable business frameworks.

Key topics covered

• Claude Code vs Antigravity comparative analysis
• AI automation agency strategy and client management
• n8n and automation workflow design principles
• The “golden AI ratio” (60% automation, 30% AI-assisted, 10% human)
• AI automation for non-technical clients
• Andrej Karpathy’s workflow influence on Claude Code usage
• Building MVPs with AI coding tools

Sources

• N/nate-herk-ai-automation/100-hours-testing-claude-code-vs-antigravity-honest-results.md
• N/nate-herk-ai-automation/ai-automation-isn-t-hard-it-s-misunderstood.md
• N/nate-herk-ai-automation/andrej-karpathy-just-10x-d-everyone-s-claude-code.md