Descriptions:
This tutorial from Nate Herk’s AI Automation channel walks through the practical process of building agentic workflows using Claude Code, Anthropic’s terminal-based AI coding agent. The video targets developers and automation builders looking to move beyond traditional no-code tools like Zapier or n8n into AI-driven workflow construction.
Herk begins by contextualizing the shift toward agentic automation, citing market projections placing the sector at roughly $8 billion today with expectations of $40–50 billion by 2030. He draws a key distinction between using an agent during the build phase—where its self-healing and adaptive capabilities shine—versus deploying deterministic code in production, where the agent itself is no longer present and behavior becomes predictable. This framing helps viewers set realistic expectations for what “agentic” actually means once a workflow goes live.
The hands-on portion demonstrates building a newsletter automation pipeline inside Claude Code, starting from an intentionally vague prompt. Viewers watch the agent ask clarifying questions, propose a tech stack including Perplexity for research and Gmail for delivery, plan infographic generation via a service called key.ai, and refine its approach based on feedback before writing a single line of code. Herk emphasizes the value of Claude Code’s plan mode for reviewing intended steps before execution begins, and closes with guidance on how builders can package and sell completed workflows as professional services.
📺 Source: Nate Herk | AI Automation · Published March 08, 2026
🏷️ Format: Hands On Build
