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Anthropic Urges Teams to Fold Subagents Back In: A Single Loop With Skills Beats Orchestrators
BusinessTG: @ai_product (AI Product / Igor Akimov)

Anthropic Urges Teams to Fold Subagents Back In: A Single Loop With Skills Beats Orchestrators

Anthropic's Applied AI team compared enterprise deployments: one agent with skills is often faster and cheaper than a multi-agent setup, and the Claude Code system prompt shrank by more than 80%.

Oct 27, 2026·3 min
OpenAI Turns GPT-6 Astra Loose on Legacy Code: 800 Thousand Lines Deleted in Two Weeks
BusinessTG: @ai_product (AI Product / Igor Akimov)

OpenAI Turns GPT-6 Astra Loose on Legacy Code: 800 Thousand Lines Deleted in Two Weeks

OpenAI's Core Experimentation team gave GPT-6 Astra a vague prompt, and five engineers merged 1,400+ PRs. Sol Medium returns 86 audit findings for $5.27 versus $109 for Astra Ultra.

Oct 27, 2026·3 min