Nov 2, 2026 · Victor Slompo
50 AI agents had 3 hours to build. They formed a committee.
More agents did not mean more output. It meant more process.







The images are the original Instagram carousel, in Portuguese.
WHAT HAPPENED
In Minecraft, a 50-agent team never thrived
Researchers asked 50 agents to build a thriving civilization in three hours. After the first night, many ambitious tasks were abandoned. Four agents spent 11 minutes appointing a "sole fertilizer operator" for one piece of bone meal.
THE NUMBER
11 min
4 agents picking one operator for one piece of bone meal
Source: Tom's Hardware report on the Minecraft swarm test.
THE REAL PROBLEM IN COMPANIES
What I see in companies adding agents to a workflow
- 01Every new agent adds hand-offs, and nobody owns the end result
- 02Roles overlap, so agents debate who decides instead of doing the work
- 03No one measures output per agent, so the overhead stays invisible
I'VE ALREADY SOLVED THIS
Multi-agent in production at an enterprise account
- 01A multi-agent platform running in production at a US$5.5 million account
- 02About 60% efficiency gain from the platform
- 03Multi-agent in production requires an audited defect log
MY TAKE
Simple that works beats complex that impresses.
The Minecraft test is a game, but in my reading the failure mode is familiar. Agents without tight roles and limits produce process, not output. In production I start small, define who does what, and measure what comes out.
Sources
Want this working in your company?
I take AI off the slide deck and put it into production, with measured results. On Instagram, comment AGENTS on the post and I'll send you the step-by-step by DM.