IEEE

A Python Unit Test Generation Method Based on Fine-Tuned Language Models and Coverage

Abstract: Unit testing is fundamental for software reliability, yet manual test construction is inefficient and often results in limited coverage. Existing automated tools struggle with complex ...
IEEE

Enhancing LLM’s Ability to Generate More Repository-Aware Unit Tests Through Precise Context Injection

Abstract: Recently, Large Language Models (LLMs) have gained attention for their ability to handle a broad range of tasks, including unit test generation. Despite their success, LLMs may exhibit ...
The Repository

Fire hits multi-unit home in northwest Canton

CANTON ‒ A cat was found unharmed after firefighters extinguished a fire that started in the attic of a multi-unit home at 1220 Louisiana Ave. NW on the afternoon of Jan. 14. The Canton Fire ...
InfoWorld

PythoC: A new way to generate C code from Python

PythoC lets you use Python as a C code generator, but with more features and flexibility than Cython provides. Here’s a first look at the new C code generator for Python. Python and C share more than ...
Hacker

Flip the Script: Write the Tests, Let AI Write the Implementation

I am a Senior Member of Technical Staff at Salesforce, where I build AI-driven enterprise solutions that integrate LLM. I am a Senior Member of Technical Staff at Salesforce, where I build AI-driven ...
GitHub

Adopt split repo: _google-auth-library-python_

type: processA process-related concern. May include testing, release, or the like.A process-related concern. May include testing, release, or the like. Migrate the ...
Microsoft

BMW accelerates test-fleet data analysis twelvefold with multi-agentic AI in Azure

Rapid technical innovation, evolving customer demands, supply chain disruption, and the rise of new manufacturers are challenging many of the world’s largest and most successful automotive OEMs. To ...
Bleeping Computer

AI-Slop ransomware test sneaks on to VS Code marketplace

A malicious extension with basic ransomware capabilities seemingly created with the help of AI, has been published on Microsoft's official VS Code marketplace. Named susvsex and published by ...
Bleeping Computer

OAuth Device Code Phishing: Azure vs. Google Compared

Come along with me on a journey as we delve into the swirling, echoing madness of identity attacks. Today, I present a case study on how different implementations of OAuth 2.0, the core authentication ...
Windows Report

Python 3.14 Arrives on Azure App Service for Linux

NOTE: This article was published yesterday (30/10/2025), but due to some technical issues it went offline. Microsoft has officially added Python 3.14 to Azure App Service for Linux. Developers can now ...
Visual Studio Magazine

Azure Cosmos DB Python SDK Update Powers AI with OpenAI Integration

Microsoft released Azure Cosmos DB Python SDK version 4.14.0, a stable update designed to support advanced AI workloads and enhance performance for data-driven applications. The release includes new ...