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Openreview Product
Openreview Product
The OpenReview paper matters because it quantifies what many of us already feel: coding agents can vary massively in token consumption—up to ~10x across major shipping agents. I cite it because token efficiency is not a nice-to-have anymore; it’s a capacity survival trait.
Pros
- +Research-backed evidence of large variance in agent token consumption
- +Useful justification for optimizing agent loops and tool policies
Cons
- -Academic results may not map perfectly to every production setup
- -Doesn’t automatically tell you how to fix inefficiency—just measures it
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Openreview Product
Available on Openreview
External purchase
Highlights
- +Research-backed evidence of large variance in agent token consumption
- +Useful justification for optimizing agent loops and tool policies
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Prompt Engineering