Staging environment
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

Carmelo Iaria

AI Builder | Pearson SME | ex-Cisco

Previously at

Cisco
Claro Brasil
Pearson
O'Reilly Media
See all products from Carmelo