Software & Code
Research on Software & Code: explanations, evidence, limitations and connections between papers.
7 results
Chronos helps code agents search connected project history
Chronos links past code changes for agent retrieval; evaluations found more resolved coding tasks in tested configurations.
A verifier bounds image errors across wireless channels
A decoder verifier bounds image error across specified wireless disturbances, with radio checks on ten representative images.
Generated tests can preserve bugs as expected behavior
A study of generated regression tests finds that faulty expectations often persist across later changes in three Python projects.
Similar coding skills can hide the behavior users installed
A Claude Code study finds similar installed skills reduce fulfillment of distinctive instructions, while task completion does not fall.
Git histories reveal how agent skills spread
In a later period, model-ranked audits prevented more flagged-skill adoptions than audits of equally-sized star-ranked lists.
Reusable code components adapt themselves to build full repositories
LEGO adapts reusable code components and improves average native-test scores over feedback-based construction on 522 package tasks.
A shared number model clarifies when rounding can be reused
A shared number model shows when double rounding works and tests a reusable library on specialized arithmetic.