Multi-agent tools that share workspace and approvals cut task cost to $1.65
HeyNayeem · x · 2026-07-23
A tester says most “multi-agent” products feel like five chat windows with no coordination, but this one stands out because the agents share the same workspace, files, history, and approvals, while a router decides which agent should act.
The post also highlights benchmarked per-task costs:
- Offloop: $1.65
- Codex: $5.20
- Claude Code: $14.38
The main takeaway is that coordination design and execution cost both matter for production agent workflows.
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