The Orchestrated Workforce: Zero-Human Companies Standardize on Agent Operating Systems

Research

Agent Society Swarms: A Framework for Collective AI Management

This paper analyzes how to build agent swarms that manage themselves, including memory, consensus, and task delegation. It's the closest thing I've seen to a technical manual for a self-governing AI workforce, which is the entire game for zero-human companies.

Agent Memory Systems for Collective Intelligence

This research on agent memory and society is the 'glue' for a zero-human company. Without a shared, persistent memory and emergent social structure, agent teams are just tools, not a functional organization.

Tool Update

AutoGPT Production-Ready Agent Framework Update

AutoGPT's release is getting more serious about production deployment, not just novelty. If you're automating workflows, the agent operating system layer is where the leverage is.

Analysis

The Agentic Company OS: Orchestrating an Entire AI Workforce

The Agentic Company OS concept is still being sketched out, but the core idea—treating your agent workforce as a single, orchestrated operating system rather than a collection of bots—is the critical mental shift. It's about leverage, not just automation.