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cs.SE2025
Citation-Grounded Code Comprehension: Preventing LLM Hallucination Through Hybrid Retrieval and Graph-Augmented Context
Jahidul Arafat
Large language models have become essential tools for code comprehension, enabling developers to query unfamiliar codebases through natural language interfaces. However, LLM halluc…
cs.SE2025
How Deep Does Your Dependency Tree Go? An Empirical Study of Dependency Amplification Across 10 Package Ecosystems
Jahidul Arafat
Modern software development relies on package ecosystems where a single declared dependency can pull in many additional transitive packages. This dependency amplification, defined…
cs.SE2025
Detecting and Preventing Latent Risk Accumulation in High-Performance Software Systems
Jahidul Arafat, Kh. M. Moniruzzaman, Shamim Hossain +1
Modern distributed systems employ aggressive optimization strategies that create latent risks - hidden vulnerabilities where exceptional performance masks catastrophic fragility wh…