InfoWorld

Google adds automated code reviews to Conductor AI

The Conductor extension now can generate post-implementation code quality and compliance reports based on developer specifications.

After a routine code rejection, an AI agent published a hit piece on someone by name

AI agents lack independent agency but can still seek multistep, extrapolated goals when prompted. Even if some of those prompts include AI-written text (which may become more of an issue in the ...
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 ...
GitHub

AI-driven Java Performance Testing: Balancing Result Quality with Testing Time

The dataset utilized in this paper is introduced in https://doi.org/10.1007/s10664-022-10247-x. It includes performance measurements from 500+ JMH microbenchmarks ...
IEEE

Improving Automated Program Verification for Java Programs with Fuzzing

Abstract: Formal verification of programs has long been used to provide rigorous correctness guarantees on program behavior. However, the scalability of these techniques is limited, as they require ...
IEEE

Automated Testing for Service-Oriented Architecture: Leveraging Large Language Models for Enhanced Service Composition

Abstract: This article explores the application of Large Language Models (LLMs), including proprietary models such as OpenAI’s ChatGPT 4o and ChatGPT 4o-mini, Anthropic’s Claude 3.5 Sonnet and Claude ...