Copilot Programming Tutorials & Engineering Articles

Enterprise Java developers have a new superpower—drive GitHub Copilot from idiomatic Java code with annotations, virtual threads, and more.

Instead of one huge, un-reviewable pull request, teach coding agents to decompose work into a clean, ordered stack with GitHub stacked pull requests.

How to remain competitive in the AI era of software engineering

The cost of writing code dropped; the cost of owning it didn’t. A framework for deciding which changes are actually cheap in the AI era.

Single-turn chatbots are evolving into long-running agents that can reason, maintain context, use tools, and run efficiently across many turns to complete…

AI agents are a powerful tool for synthesizing data to accelerate research, summarize information, and help teams make decisions faster.

CUDA 13.2 arrives with a major update: NVIDIA CUDA Tile is now supported on devices of compute capability 8.X architectures (NVIDIA Ampere and NVIDIA Ada)…

How multimodal post-training was engineered for production at Microsoft, system-level interventions that reshaped policy gradient stability, and Copilot agent training at scale.

The article discusses the development of the Microsoft Learn Model Context Protocol (MCP) Server, launched in June 2025, aimed at facilitating AI agents' access to Microsoft Learn documentation.

This article details the engineering challenges behind building an animated ASCII banner for GitHub Copilot CLI, revealing how a seemingly simple 3-second animation required over 6,000 lines of Typ...

The article discusses how LinkedIn developed the Contextual Agent Playbooks & Tools (CAPT) to enhance AI coding agents with organizational context, enabling them to better assist engineers in their...

The article discusses Palantir's approach to managing and securing VS Code extensions at scale, highlighting the security risks posed by IDE extensions and detailing the implementation of a compreh...

The article discusses the need for improved observability in AI Site Reliability Engineering (SRE) rather than relying solely on larger models.

This article presents Microsoft's framework for treating AI agents as collaborative partners rather than automation tools, developed during their Entra SDK v1 to v2 migration project.

The article discusses the dual role of AI-enabled developer tools, highlighting both their potential to accelerate coding and the security vulnerabilities they introduce.

The article discusses how Cursor enhances its Tab model for predicting developer actions using online reinforcement learning.

The article discusses how to enhance website interactivity by implementing conversational search capabilities using NLWeb and AutoRAG.

The article discusses the emerging challenge of Shadow AI in corporate environments and how Cloudflare One provides tools to manage and secure AI application usage.

uReview is an AI code review platform developed by Uber to enhance the code review process by providing timely, high-quality feedback.

Microsoft details their AI-powered code review assistant that has scaled to support over 90% of pull requests across the company, impacting more than 600K PRs per month.

This article explores how GitHub's platform engineering team approaches infrastructure problems differently from product engineering.

The article discusses the skepticism surrounding AI-assisted programming, particularly focusing on the capabilities of Large Language Models (LLMs) in software development.

The article discusses the deployment of Kamal 2. 0 in production environments, highlighting the challenges faced and the solutions available for effective software deployment.

The article discusses significant updates to Google's intelligent agent ecosystem, focusing on the Agent Development Kit (ADK), the Agent Engine UI, and enhancements to the Agent2Agent (A2A) protoc...

The article discusses the use of Model Context Protocols (MCPs) for provisioning machines, highlighting their integration with tools for managing resources in applications.

The article discusses the recent enhancements to the GitHub CLI that enable support for triangular workflows, allowing developers to pull changes from different branches directly into their feature...

The article discusses advancements in Cloudflare's Agents SDK, focusing on the integration of the Model Context Protocol (MCP) for AI agents, authentication and authorization enhancements, and the ...

Stripe has introduced an AI Assistant integrated into its VS Code extension, designed to enhance developer experience by providing accurate, personalized responses based on Stripe's extensive docum...

The article discusses the rapid growth and expansion of Generative AI services over the past year, highlighting key players, traffic trends, and security challenges.

The article discusses the development and implementation of Copilot secret scanning, a feature that uses AI to detect leaked passwords in codebases.

Microsoft introduces a new video series 'How Microsoft Engineers Build AI' starting with how their engineering teams built the Ask Learn RAG plugin for Copilot for Azure.

The article discusses how GitHub Copilot can enhance the debugging process for developers by providing intelligent suggestions and insights.

The article discusses the integration of AI coding assistants like Cursor with NVIDIA CUDA-Q to enhance the development of scalable quantum applications.

The article discusses Genie, Uber's generative AI on-call copilot designed to enhance communication and efficiency in on-call operations.

The article discusses the importance of developer happiness in the context of rapidly evolving technologies, particularly AI.

The article discusses the introduction of Sandboxes, a private beta feature by Stripe that allows developers to create isolated testing environments for their integrations.

The article discusses how developers and IT leaders can leverage unstructured data using retrieval-augmented generation (RAG) to enhance software development processes.

The article discusses how GitHub improved the testing efficiency of its iOS apps by utilizing new runner features, particularly the M1 macOS runners.

The article discusses emerging challenges and advancements in AI-programming, focusing on enhancing predictive capabilities and debugging processes.

The article emphasizes Microsoft's commitment to accessibility in software development, particularly on Global Accessibility Awareness Day (GAAD).

The article discusses the integration of advanced AI and Retrieval-Augmented Generation (RAG) techniques in high-performance computing (HPC) code development.

The article discusses the development of 'Ask Learn', a Retrieval-Augmented Generation (RAG) based knowledge service that enhances Microsoft Q&A and powers the Microsoft Copilot for Azure.

The article discusses how NVIDIA NeMo Retriever enables enterprises to transform vast amounts of unstructured data into actionable insights using generative AI.

The article discusses Pinterest's journey in implementing AI-assisted development, focusing on the balance between innovation and safety.

The article discusses how AI code generation tools, particularly GitHub Copilot, are transforming software development by enhancing productivity, facilitating code comprehension, and streamlining d...

This article provides a detailed guide on building an LLM-powered data agent for data analysis, focusing on the types of agents, their components, and a practical example of querying an SQL databas...

The article discusses how to build AI-powered process mining solutions using Palantir AIP, focusing on optimizing workflows and decision-making processes.

The article discusses the evolution of software development and the significance of Platform Engineering in optimizing developer experience.