LLM-based security code review is vulnerable to framing bias, with a novel iterative refinement attack achieving 100% success in reintroducing vulnerabilities across real projects.
2025.To- wards the Versioning of LLM-Agent-Based Software
5 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 5representative citing papers
The paper proposes a deployer-side framework using production contracts, risk-based testing, and compatibility gates to govern opaque LLM updates in software supply chains, supported by exploratory evidence that targeted tests reveal regressions missed by overall metrics.
A large-scale GitHub mining study finds that technical debt management tools in CI/CD pipelines are mostly integrated via external scripts, with 'Absent Feedback' as the most common configuration anti-pattern.
Organizational policies constrain agency in AI-mediated software engineering more than individual preferences, with seniors using detailed delegation and pre-AI instincts while juniors oscillate between over-reliance and avoidance.
The paper reviews energy-aware computing literature and constructs a taxonomy organized by hardware/software aspects, measurement, optimizations, scheduling, scaling, consolidation, federated learning, and cooling.
citing papers explorer
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Measuring and Exploiting Contextual Bias in LLM-Assisted Security Code Review
LLM-based security code review is vulnerable to framing bias, with a novel iterative refinement attack achieving 100% success in reintroducing vulnerabilities across real projects.
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Test Before You Deploy: Governing Updates in the LLM Supply Chain
The paper proposes a deployer-side framework using production contracts, risk-based testing, and compatibility gates to govern opaque LLM updates in software supply chains, supported by exploratory evidence that targeted tests reveal regressions missed by overall metrics.
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Investigating CI/CD-based Technical Debt Management in Open-source Projects
A large-scale GitHub mining study finds that technical debt management tools in CI/CD pipelines are mostly integrated via external scripts, with 'Absent Feedback' as the most common configuration anti-pattern.
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From Junior to Senior: Allocating Agency and Navigating Professional Growth in Agentic AI-Mediated Software Engineering
Organizational policies constrain agency in AI-mediated software engineering more than individual preferences, with seniors using detailed delegation and pre-AI instincts while juniors oscillate between over-reliance and avoidance.
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Energy-Aware Computing in the Year 2026
The paper reviews energy-aware computing literature and constructs a taxonomy organized by hardware/software aspects, measurement, optimizations, scheduling, scaling, consolidation, federated learning, and cooling.