Descriptions:
Creator Youri van Hofwegen demonstrates a fully automated pipeline for producing over 500 AI-generated UGC (user-generated content) video ads per month by combining Claude’s computer use agent — Co-work — with the Arcads API. The workflow uses Co-work to orchestrate the entire process autonomously: reading product briefs, generating ad scripts, selecting demographic-matched actors from Arcads’ library, and submitting generation jobs across multiple underlying video models including Kling, Google Veo, and others, all accessible through Arcads’ unified API.
The setup walkthrough covers Claude Pro subscription and desktop app configuration, enabling browser use in settings, obtaining an Anthropic API key with $10–20 in credits, and retrieving Arcads credentials (client ID, client secret, authorization header). A key architectural detail is the CLAUDE.md file — a persistent configuration the agent reads at the start of every session containing script structure requirements, a quality checklist, and API access details, preventing the agent from losing context between sessions. Scripts go through an internal quality filter and must score at least 9.5 out of 10 before being saved as structured JSON files tagged with awareness level, hook type, and emotional angle.
The cost comparison is central to the video’s pitch: the creator estimates this stack produces 500-plus ads for under $400 per month, versus $3,000–$8,000 per month at traditional creative agencies for fewer than 15 deliverables. The tutorial is aimed at performance marketers and agency operators looking to automate creative production at scale using agentic AI.
📺 Source: Youri van Hofwegen · Published April 14, 2026
🏷️ Format: Tutorial Demo
