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Harness or Model? Isolating the Harness Effect in Agentic Coding with a Contamination-Controlled Private Suite
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Research evaluates agentic coding harnesses using a private, contamination-controlled suite to isolate harness efficacy from model capabilities.
OneBench interpretation
Institutional assessment
So what
Isolating harness performance from model capabilities prevents financial institutions from overpaying for proprietary vendor orchestration tooling.
Do what
Review software engineering AI benchmark evaluations with the team responsible for developer productivity platforms.