Why T-shaped knowledge is becoming more important than ever in the age of AI

AI tools are fundamentally changing software development. Investing in foundational knowledge and deep expertise secures your ...
InfoWorld

Enterprise use of open source AI coding is changing the ROI calculation

Open source has always had issues, but the benefits outweighed the costs/risks. AI is not merely exponentially accelerating ...
InfoQ

Beyond Code: How Engineers Need to Evolve in the AI Era

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
InfoQ

Are You Missing a Data Frame? The Power of Data Frames in Java

Vladimir Zakharov explains how DataFrames serve as a vital tool for data-oriented programming in the Java ecosystem. By ...
IEEE

Identifying Code Changes for Architecture Decay via a Metric Forest Structure

Abstract: During long-term software evolution, it is inevitable that an accumulation of changes leads to architectural erosion and debt. Diverse metric-based methods have been developed to identify ...
GitHub

LLM-Based Triaging Pipeline for Android Native Code Vulnerabilities

This project implements an LLM-based triaging pipeline for automatically assessing the security risk of Android applications that integrate native code (C/C++) via the Java Native Interface (JNI). It ...
IEEE

MUARF: Leveraging Multi-Agent Workflows for Automated Code Refactoring

Abstract: Refactoring is crucial for maintaining a project, but it requires developers to understand code structure and system design principles well. Recent research on Large Language Models(LLMs) ...