Showing category results for Engineering@Microsoft

Jan 28, 2026
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Diagnosing instability in production-scale agent reinforcement learning

Aditya Challapally
Aditya Challapally

On January 28, 2026, Hugging Face announced that they have upstreamed the Post-Training Toolkit into TRL as a first-party integration, making these diagnostics directly usable in production RL and agent post-training pipelines. This enables closed-loop monitoring and control patterns that are increasingly necessary for long-running and continuously...

Jul 14, 2025
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Enhancing Code Quality at Scale with AI-Powered Code Reviews

Sneha Tuli
Sneha Tuli

Microsoft’s AI-powered code review assistant has transformed pull request workflows by automating routine checks, suggesting improvements, and enabling conversational Q&A, leading to faster PR completion, improved code quality, and enhanced developer onboarding. Its seamless integration and customizability have driven widespread adoption within Mic...

Mar 3, 2025
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How Microsoft Engineers Build AI: Learn about scalable RAG-enabled AI Apps

Krezzia Noelle Basilio Samit Jhaveri
Krezzia,
Samit

For developers, the emphasis on building intelligence into apps has never been clearer. Over the next three years, 92% of companies plan on investing in AI to achieve business outcomes like enhancing productivity and delivering better customer service. At Microsoft, developers and engineers are pushing the boundaries of AI at scale, crafting appli...

Dec 11, 2024
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Dev Box Ready-To-Code Dev Box images template

Dmitry Goncharenko
Dmitry Goncharenko

Microsoft One Engineering System (1ES) team shares a sample for building Ready-To-Code Dev Box environments pre-configured with the necessary tools, repositories, and settings, ensuring consistency and reliability across teams.

Sep 25, 2024
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Common annotated security keys

Michael C. Fanning
Michael C. Fanning

In April 2021, GitHub announced changes to their security token format that significantly enhanced security. The improvement leveraged two straightforward techniques: a fixed signature in the generated token and a checksum - both of which are highly effective in eliminating false positives (noise) and false negatives (missed findings). Microsoft a...

Jul 18, 2024
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Managed DevOps Pools – The Origin Story

Suraj Guptha Eliza Tarasila
Suraj,
Eliza

Learn about how Microsoft's 1ES organization developed an internal service called "1ES Hosted Pools" to manage Microsoft's diverse Engineering system infrastructure and how it helped make significant improvements to productivity, cost savings, and security. This solution will soon be available as a third-party offering named "Managed DevOps Pools".

May 16, 2024
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Developing with Accessibility in Mind at Microsoft

Nandita Gupta
Nandita Gupta

Celebrate the Global Accessibility Awareness Day GAAD by taking actionable and easy steps to build accessibility into your development life-cycle! Learn how tools like Accessibility Insights & Visual Studio can help find accessibility issues in development.

May 14, 2024
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Copy-on-Write performance and debugging

Erik Mavrinac
Erik Mavrinac

This is a follow-up to our previous coverage of Dev Drive and copy-on-write (CoW) linking. See our previous articles from May 24, 2023, October 13, 2023, and November 2, 2023. Dev Drive was released in Windows 11 in October, 2023, and will be part of Windows Server 2025 this fall. Server 2025 and Windows 11 24H2 ship with an enhancement to automat...

Apr 22, 2024
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How we built “Ask Learn”, the RAG-based knowledge service

Sarah Luck Bob Tabor
Sarah,
Bob

My name is Bob Tabor and I’m a member of Microsoft’s Skilling organization. We create documentation and training content about Azure, developer tooling and languages, AI, Windows and much more hosted at Microsoft Learn. Our organization also develops and maintains the content publishing platform, the content hosting platform, the interactivity, and...