Old Zhang's AI Learning

Oct 23, 2026 · Artificial Intelligence

Anthropic Warns: Ditch Subagents for a Single Loop with Skills

Anthropic argues that multi-subagent architectures often mirror organizational charts rather than technical needs, showing single-loop agents with progressive skill disclosure outperform complex pipelines in quality, latency, and cost, and provides a migration framework.