Free Lesson
Build Oversight for Cursor Cloud Agents Swarms
30 min
Apr 29, 2026 12:00 PM
Virtual (Zoom)
In this video
What you'll learn
Understand the Challenge
Why HITL, HOTL, and full autonomy all fail at scale—and what replaces them
Learn the three-layer ASO architecture
Intent, stigmergic coordination, exception review
Learn how to build this in Cursor
See 𝗔𝗿𝗴𝘂𝘀 (a Cursor-ready implementation) in action: constraint envelopes, exception triggers, trust thresholds.
Why this topic matters
How do you Orchestrate 50+ AI Agents Without Burning Out?
Learn the three-layer framework backed by 45+ years of human factors research that let you scale oversight of 50+ AI agents without becoming the bottleneck—and without losing control. Includes a Cursor-ready implementation I open-source so you can apply this week.
You'll learn from

Carmelo Iaria
AI Builder | Pearson SME | ex-Cisco
Previously at
