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Copilot Programming Tutorials & Engineering Articles

51 Copilot tutorials, guides, and engineering insights from GitHub, Microsoft, NVIDIA, and more

Copilot Articles & Tutorials

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Microsoft logo
Microsoft
Intermediate
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.
Tianqi
6 min read
Has Summary
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GitHub logo
GitHub
Intermediate
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...
Aaron Winston
17 min read
Includes Code
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LinkedIn logo
LinkedIn
Advanced
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...
Ajay Prakash
17 min read
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Palantir logo
Palantir
Intermediate
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...
Palantir
13 min read
Includes Code
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ClickHouse logo
ClickHouse
Intermediate
The article discusses the need for improved observability in AI Site Reliability Engineering (SRE) rather than relying solely on larger models.
22 min read
Includes Code
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OpenAI logo
OpenAI
Intermediate
OpenAI has co-founded the Agentic AI Foundation (AAIF) under the Linux Foundation to promote open-source agentic AI.
OpenAI
5 min read
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Microsoft logo
Microsoft
Advanced
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.
Jenny Ferries
10 min read
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NVIDIA logo
NVIDIA
Intermediate
The article discusses the dual role of AI-enabled developer tools, highlighting both their potential to accelerate coding and the security vulnerabilities they introduce.
Becca Lynch
9 min read
Includes Code
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Cursor logo
Cursor
Intermediate
The article discusses how Cursor enhances its Tab model for predicting developer actions using online reinforcement learning.
Jacob Jackson, Phillip Kravtsov, Shomil Jain
6 min read
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Cloudflare logo
Cloudflare
Advanced
The article discusses how to enhance website interactivity by implementing conversational search capabilities using NLWeb and AutoRAG.
Catarina Pires Mota
8 min read
Includes Code
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Cloudflare logo
Cloudflare
Intermediate
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.
Noelle Kagan
10 min read
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Uber logo
Uber
Advanced
uReview is an AI code review platform developed by Uber to enhance the code review process by providing timely, high-quality feedback.
Sonal Mahajan, Shauvik Roy Choudhary, Akshay Utture, Will Bond, Joseph Wang
14 min read
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OpenAI logo
OpenAI
Advanced
The article introduces the ChatGPT agent, a new capability that allows ChatGPT to think and act autonomously using its own virtual computer.
OpenAI
16 min read
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Microsoft logo
Microsoft
Intermediate
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.
Sneha Tuli
8 min read
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GitHub logo
GitHub
Intermediate
This article explores how GitHub's platform engineering team approaches infrastructure problems differently from product engineering.
Fabian Aguilar Gomez
7 min read
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Fly.io logo
Fly.io
Advanced
The article discusses the skepticism surrounding AI-assisted programming, particularly focusing on the capabilities of Large Language Models (LLMs) in software development.
Thomas Ptacek
15 min read
Includes Code
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Fly.io logo
Fly.io
Intermediate
The article discusses the deployment of Kamal 2. 0 in production environments, highlighting the challenges faced and the solutions available for effective software deployment.
Sam Ruby
3 min read
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Google logo
Google
Beginner
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...
Polong Lin, Holt Skinner
5 min read
Includes Code
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Fly.io logo
Fly.io
Intermediate
The article discusses the use of Model Context Protocols (MCPs) for provisioning machines, highlighting their integration with tools for managing resources in applications.
Sam Ruby
5 min read
Includes Code
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GitHub logo
GitHub
Intermediate
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...
Tyler McGoffin
12 min read
Includes Code
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Cloudflare logo
Cloudflare
Intermediate
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 logo
Stripe
Intermediate
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...
Mathew Varughese
8 min read
Includes Code
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Cloudflare logo
Cloudflare
Intermediate
The article discusses the rapid growth and expansion of Generative AI services over the past year, highlighting key players, traffic trends, and security challenges.
GitHub logo
GitHub
Intermediate
The article discusses the development and implementation of Copilot secret scanning, a feature that uses AI to detect leaked passwords in codebases.
Ashwin Mohan
9 min read
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Microsoft logo
Microsoft
Intermediate
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.
Krezzia
3 min read
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GitHub logo
GitHub
Intermediate
The article discusses how GitHub Copilot can enhance the debugging process for developers by providing intelligent suggestions and insights.
Jeimy Ruiz
12 min read
Includes Code
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NVIDIA logo
NVIDIA
Advanced
The article discusses the integration of AI coding assistants like Cursor with NVIDIA CUDA-Q to enhance the development of scalable quantum applications.
Jin-Sung Kim
8 min read
Includes Code
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Uber logo
Uber
Intermediate
The article discusses Genie, Uber's generative AI on-call copilot designed to enhance communication and efficiency in on-call operations.
Paarth Chothani, Eduards Sidorovics, Xiyuan Feng, Nicholas Marcott, Jonathan Li, Chun Zhu, Kailiang Fu, Meghana Somasundara
11 min read
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GitHub logo
GitHub
Advanced
The article discusses the importance of developer happiness in the context of rapidly evolving technologies, particularly AI.
Jeimy Ruiz
8 min read
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Stripe logo
Stripe
Beginner
The article discusses the introduction of Sandboxes, a private beta feature by Stripe that allows developers to create isolated testing environments for their integrations.
Stripe Team
2 min read
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GitHub logo
GitHub
Intermediate
The article discusses how developers and IT leaders can leverage unstructured data using retrieval-augmented generation (RAG) to enhance software development processes.
Nicole Choi
11 min read
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GitHub logo
GitHub
Intermediate
The article discusses how GitHub improved the testing efficiency of its iOS apps by utilizing new runner features, particularly the M1 macOS runners.
Eli Perkins
4 min read
Includes Code
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Cursor logo
Cursor
Intermediate
The article discusses emerging challenges and advancements in AI-programming, focusing on enhancing predictive capabilities and debugging processes.
Aman
6 min read
Includes Code
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Microsoft logo
Microsoft
Beginner
The article emphasizes Microsoft's commitment to accessibility in software development, particularly on Global Accessibility Awareness Day (GAAD).
Nandita Gupta
4 min read
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NVIDIA logo
NVIDIA
Advanced
The article discusses the integration of advanced AI and Retrieval-Augmented Generation (RAG) techniques in high-performance computing (HPC) code development.
Harry Petty
8 min read
Includes Code
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Microsoft logo
Microsoft
Advanced
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.
NVIDIA logo
NVIDIA
Advanced
The article discusses how NVIDIA NeMo Retriever enables enterprises to transform vast amounts of unstructured data into actionable insights using generative AI.
Tanay Varshney
8 min read
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Pinterest logo
Pinterest
Intermediate
The article discusses Pinterest's journey in implementing AI-assisted development, focusing on the balance between innovation and safety.
Pinterest Engineering
7 min read
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GitHub logo
GitHub
Intermediate
The article discusses how AI code generation tools, particularly GitHub Copilot, are transforming software development by enhancing productivity, facilitating code comprehension, and streamlining d...
Jeimy Ruiz
13 min read
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NVIDIA logo
NVIDIA
Advanced
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...
Tanay Varshney
11 min read
Includes Code
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Palantir logo
Palantir
Intermediate
The article discusses how to build AI-powered process mining solutions using Palantir AIP, focusing on optimizing workflows and decision-making processes.
Palantir
11 min read
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Microsoft logo
Microsoft
Advanced
The article discusses the evolution of software development and the significance of Platform Engineering in optimizing developer experience.
Amanda Silver
12 min read
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Cursor logo
Cursor
Beginner
The article discusses various problems and challenges faced in software engineering, particularly in the context of enhancing coding tools like Cursor.
Sualeh
5 min read
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Ramp logo
Ramp
Beginner
The article discusses how Ramp builds customer-first AI by focusing on meaningful outcomes rather than superficial interfaces.
Yunyu Lin
5 min read
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Cloudflare logo
Cloudflare
Intermediate
The article introduces Cursor, Cloudflare's experimental AI assistant designed to enhance the developer experience on its platform.
Ricky Robinett
7 min read
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Cloudflare logo
Cloudflare
Beginner
Developer Week 2023 marks an exciting time for developers, showcasing advancements in frameworks, libraries, and AI-powered tools that enhance coding efficiency.
Ricky Robinett
5 min read
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NVIDIA logo
NVIDIA
Intermediate
NVIDIA has introduced a suite of cloud-native microservices and AI workflows aimed at enhancing retail theft prevention solutions.
Cynthia Countouris
5 min read
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NVIDIA logo
NVIDIA
Intermediate
The article discusses the challenges of cybersecurity in the context of increasing network traffic and data generation, highlighting how NVIDIA's Morpheus AI framework can enhance threat detection ...
Nicola Sessions
11 min read
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Microsoft logo
Microsoft
Advanced
The article discusses Microsoft's efforts to create an autonomic scale and efficiency system for Microsoft 365, aiming to simplify the development process for over 1000 services.
Randy Lehner
6 min read
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NVIDIA logo
NVIDIA
Intermediate
The article discusses the escalating costs of cybercrime and introduces NVIDIA Morpheus, a framework designed to enhance AI-accelerated cybersecurity threat detection.
Nicola Sessions
6 min read
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