Effort Scaling and Stronger Harnesses Seen as Keys to Agent Scaling

Discussions sparked by omarsar0 and Anthropic's engineering blog highlight effort scaling, coordination skills, and stronger agent harnesses as key new levers for scaling multi-agent systems and long-horizon tasks.

2026-09-30 ~ 2026-09-30 · 4 related posts

• Loop engineering: pushing the agent harness harder boosts long-horizon model capabilities — omarsar0 · 2026-09-30
• Scaling multi-agent systems is the next big challenge, harness gains lift model capability — omarsar0 · 2026-09-30
• Effort scaling seen as key lever for orchestrating multi-agent systems — omarsar0 · 2026-09-30
• Effort scaling plus a coordinating skill promises better subagent orchestration — omarsar0 · 2026-09-30