3 papers
cs.SE2026
From Assistance to Agency: Rethinking Autonomy and Control in CI/CD Pipelines
Marcus Emmanuel Barnes, Taher A. Ghaleb, Safwat Hassan
AI agents are assuming active roles in Continuous Integration and Continuous Deployment (CI/CD) workflows, yet the research community lacks a shared vocabulary for describing what…
cs.SE2026
LogSieve: Task-Aware CI Log Reduction for Sustainable LLM-Based Analysis
Marcus Emmanuel Barnes, Taher A. Ghaleb, Safwat Hassan
Logs are essential for understanding Continuous Integration (CI) behavior, particularly for diagnosing build failures and performance regressions. Yet their growing volume and verb…
cs.SE2025
Task-Aware Reduction for Scalable LLM-Database Systems
Marcus Emmanuel Barnes, Taher A. Ghaleb, Safwat Hassan
Large Language Models (LLMs) are increasingly applied to data-intensive workflows, from database querying to developer observability. Yet the effectiveness of these systems is cons…