Code Review
The latest Code Review coverage — news, analysis, and updates from the WindowsNews.AI desk.
Starting with the Diff: The Prompt Change That Made Copilot Code Review 20% Cheaper
GitHub has fine-tuned the tool-calling instructions for its Copilot Code Review agent, and the result is a 20 percent drop in cost along with a jump in the quality of feedback. The change, which...
Anthropic Unveils Claude Code: Agentic AI Tool with Full Repo Access and Guardrails Coming in 2026
Anthropic is set to redefine autonomous software development with Claude Code, an agentic AI coding tool that will let developers hand over entire repositories—not just individual files—to an AI...
UK Government Developers Save an Hour a Day Using AI Coding Tools, But Remediation and Security Costs Cloud the Future
Nearly 2,000 public-sector engineers saved almost an hour per working day during a three-month trial of AI coding assistants across 50 UK government departments, but the data reveals a stark gap...
Source Code Management in 2025: AI, DevSecOps, and the Growing Risk of Platform Lock-In
The decade-long dominance of Git as the backbone of software collaboration is no longer just about version control. In 2025, source code management (SCM) platforms have evolved into the central...
FreeBSD Charts Cautious Course on AI-Generated Code, Aims for Policy at BSDCan 2025
FreeBSD’s core team has begun formally investigating a policy to govern the use of generative AI in code and documentation, and will present its findings at the BSDCan 2025 developer summit,...
xAI Drops Grok Code Fast 1: A Speedy, Tool-Savvy AI Coder Priced to Disrupt
On August 28, Elon Musk’s xAI launched Grok Code Fast 1, an agentic coding model designed from the ground up to slash latency and cost for software teams. The company is pitching it as a practical,...
Microsoft Gives Developers Precise Control Over Copilot’s Intrusiveness in Visual Studio 17.14
Visual Studio 17.14’s latest servicing update does something unexpected: it makes GitHub Copilot wait for an invitation before offering help. A set of four new controls now lets developers decide...
OpenAI’s GPT-5 Arrives in Visual Studio with Agentic Coding and Stricter Enterprise Controls
Microsoft and GitHub have begun a public preview rollout of OpenAI’s GPT-5 model inside Visual Studio through GitHub Copilot, delivering a significant leap in AI-assisted coding for paid...
Visual Studio 18: Revolutionizing Software Development with AI-Driven IDE Innovation
Microsoft Visual Studio has traditionally been a cornerstone in the world of software development, recognized for its robust capabilities, tight integration with the .NET ecosystem, and a rich suite...
Exploring Open Source Security: Trust, Vulnerabilities, and Future Challenges
Open source software (OSS) has long held a unique place in the security landscape of the digital world. Often heralded as the gold standard for transparent, trustworthy, and secure computing, OSS’s...
AI code reviews cut review time, boost defect detection at Microsoft
Microsoft’s accelerating embrace of artificial intelligence for internal code review is ushering in a profound shift in the paradigms of software development, a transformation that promises not...
Amazon's AI Innovations in Software Development
Amazon's recent advancements in artificial intelligence (AI) are revolutionizing software engineering by introducing tools that automate and enhance various aspects of the development lifecycle....