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Microsoft Research

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Tools · Microsoft Research

TokenEconomizer: a Microsoft plugin for reducing token costs in coding agents

Microsoft Research and UC Berkeley released the open-source TokenEconomizer plugin, which learns from past sessions and reduces the cost of running coding agents by 18.4–30.9% on SWE-Bench without changing the agent's code.

31 Oct 2026 3 min read
Explainers · AI agents

A Thousand AI Agents Without a Boss: What Is Known About the Agensh Experiment

On October 30, 2026, Habr published a breakdown of a Microsoft Research preprint: up to 1024 instances of a single model worked for six hours without an orchestrator. What is described, and what is missing from the numbers.

30 Oct 2026 4 min read
A Thousand AI Agents Without a Boss: What Is Known About the Agensh Experiment