#Agensh

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PapersBuildersSelected73°19:39
Microsoft Research Agensh scales 1,024 coding agents without orchestrator

The takeaway is that hierarchy may be optional for large-scale agent coordination — a shared workspace and message channel can replace the orchestrator pattern most teams default to. Engineers building multi-agent coding systems can study the paper's shared-state design and emergent cooperation practices as an alternative architecture. Benchmarks with GPT-5.6-sol give concrete scaling curves to compare against hierarchical frameworks like LangGraph or CrewAI.

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