AI agent race is really an orchestration problem, not a model-count problem
JaynitMakwana · x · 2026-07-23
Jaynit Makwana argues that the real challenge in the AI agent race is not adding more agents, but deciding which agent should actually do the work.
He frames orchestration as more important than stacking another model, and links that idea to Offloop’s claim that its multi-agent harness hit state of the art on GDPval, ahead of Claude Code and Codex.
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