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An Empirical Study of Harness Design for Coding Agents

2026 · 0 citations

Coding harnesses shape how autonomous coding agents translate model capabilities into long-horizon software-engineering performance, yet existing work typically evaluates harnesses as monolithic systems, leaving the effectiveness of individual components unclear. To enable component-level comparisons, we study this question with a lightweight coding harness whose execution loop is fixed while three components are varied: planning, action space, and context management. Across four models evaluate…

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Influential

Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R

2021 · 9688 citations

This is an open-access step-by-step guide to analyzing PLS models using R, especially using the SEMinR package and with in-depth case studies.

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Linked

Experimentation in Software Engineering

2012 · 4307 citations

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