A 150-agent design for research APIs facing conflicting sources

Apodex-1.0 Heavy-Duty uses many separate agents to handle deep research tasks where sources disagree or the question contains a false assumption. The common ReAct approach uses one agent that repeatedly thinks, acts, observes, and thinks again inside one context window. That pattern can hit limits after a few hundred steps.

The context window becomes crowded, different research paths start to interfere with each other, and self-checking becomes weaker. The same agent that made the mistake may keep the same blind spots when it reviews its own work. This design tries to scale agents instead of only making the context window longer.

AgentOS acts as a general control layer, where a main coordinator can create up to 150 specialized sub-agents that run asynchronously. Each sub-agent works in its own clean context, and the title also points to a separate verifier for checking messy evidence.