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Microsoft Research and UC Berkeley researchers released TokenEconomizer, an open-source plugin that cuts coding agent costs by up to 30.9%. The tool works with Claude Code, Codex, GitHub Copilot CLI and Pi by learning from past sessions to reduce waste. On 277 SWE-Bench tasks, it lowered mean cost by 18.4% to 30.9% across 5 agent-model settings.
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