software testing

DevSecOps: A Comprehensive Survey of Secure Software Development and Deployment Practices

DevSecOps brings together development, security, and operations approaches to incorporate security across the software development lifecycle, allowing organizations to discover and address vulnerabilities earlier while ensuring quick and dependable software delivery. This survey reviews the foundations, practices, tech...

184. Effect of a Pool of Essential Oils, Flavonoids and Tannins on Methane Emissions, Production Performances, Ruminal and Blood Parameters in Beef Cattle During Heat Stress Conditions.

Reducing methane (CH4) emissions from cattle while improving production efficiency and resilience is essential for achieving sustainable farming. In this light, natural products have gained interest due to their broad-spectrum biological activity. This study evaluated the effects of a blend of essential oils, flavono...

From CI/CD to AgenticOps: A Practitioner Analysis of ChatGPT Work

ChatGPT Work represents a shift from conversational assistance toward delegated, tool-using execution. This technical note analyzes that shift from the perspective of software engineering, DevOps, platform engineering, and technical architecture. The analysis combines repeated hands-on use of Work on cloud-native engin...

Privacy-Utility Trade-offs in Differentially Private Synthetic Tabular Data: a reproducible benchmark on the UCI Heart Disease (Cleveland) dataset

A reproducible benchmark measuring how the utility of differentially private (DP) synthetic tabular data degrades as the privacy budget tightens, and separating the error introduced by the synthesizer from that introduced by the downstream DP estimator. Contents heart_benchmark_results.csv — tidy results, 2,444 rows x...

Code and data for: When learned prediction helps control: replicated tests in the numerical organism of a persistent software agent

90. Genetic Evaluation of Feed Efficiency Traits in Brazilian Angus Cattle.

Feed efficiency is a critical component of sustainable animal production, influencing economic viability, environmental impact, and biological performance. As feed constitutes the largest expense in beef production, even minor improvements in feed efficiency can yield substantial economic benefits. The goal of this s...

Latent Class Analysis: Pemetaan Eksploratif Kompetensi Literasi Siswa SMA

High school students' literacy skills in Indonesian still show various problems, especially in understanding implicit meanings, logical relationships between ideas, evaluating information, and interpreting context. Learning evaluations generally focus only on total scores, thus failing to map the characteristics of stu...

Software maintainability prediction using static code metrics and machine learning

Analysis code and supporting materials for 'Same Practice, Opposite Ranking: Disciplinary Inversion in Research Integrity Norms across Cameroonian Universities'

Materials supporting “Same Practice, Opposite Ranking: Disciplinary Inversion in Research Integrity Norms across Cameroonian Universities”. The article stands on its own: everything a reader needs to follow and judge its argument is in it. This deposit is not a continuation of the article. It exists so that anyone who...

quantum-group: Exact SymPy verification of explicit U_q(sl_2) and GL_q(2|1) matrix identities

quantum-group is a small Python package that builds the explicit matrices behind concrete quantum-group calculations with exact SymPy arithmetic and checks each identity as an exact residual matrix. A nonzero residual entry locates the convention that disagrees: basis order, tensor placement, coproduct or, for superalg...

The quant_eval Public Corpus: Behavioral Measurement of Quantization Degradation—Precision, Scale, and Substrate Effects

This paper presents the quant_eval public corpus: a paired behavioral evaluation of full-weight and quantized large language models across eight agent-relevant task families, published as eight open datasets with per-case evidence, paired statistical tests, and a verification chain a reader can check rather than trust....

Data for study "A Structural Preservation Framework for Denoiser Selection in YOLO-Based Pedestrian Detection under Sensor Noise"

Basic information---------------------------1. Journal article: The Storage Condition at Measurement Time Decides Denoiser Selection for Frozen Deep Pedestrian Detectors 2. DOI: concept DOI: 10.5281/zenodo.22643935 (resolves to the latest version) version 1: 10.5281/zenodo.22643936 (2026-09-07, files restricted) versio...