Git Programming Tutorials & Engineering Articles

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

Deploying an AI coding assistant in a regulated, sovereign, or source-sensitive environment, often comes with challenges. Three common issues are: the source…

We built an agentic code review and test oracle harness that discovers vulnerabilities, proves them with real tests, and provides Shopify-tuned fixes.

Learn how to clone massive tables in ClickHouse instantly, without copying a single byte. Discover how immutable data parts and part-level copy-on-write make safe experimentation and migrations effortless.

AI agents are quickly moving beyond chat. They inspect code, run tests, read documents, search knowledge bases, query internal systems, and operate for hours on…

How Airbnb built a Kubernetes sidecar to deliver dynamic configuration reliably at scale.

Developing autonomous vehicle (AV) policies requires bridging an important gap between training and deployment. Vision-language-action (VLA) models that can…

Google announced the transition from assistive AI to independent agents, highlighting the launch of the Gemini 3.5 series and major updates to its Antigravity agent-first development platform. For mobile developers, the post introduces new Android CLI tools, the Android Bench evaluation leaderboard, and an automated Migration agent designed to rapidly convert various frameworks into native Kotlin code. Web development is also being transformed through Chrome DevTools for agents, the HTML-in-Canvas API, and the proposal of WebMCP, an open web standard that enables browser-based AI agents to execute complex tasks.

By David Wiesen, Member of Technical Staff

Creative and visualization teams today produce more assets, in more formats, with leaner teams. Generative AI can accelerate that work – compressing tasks that…

By Alex Kotliarskyi, Victor Zhu, and Zach Brock

At Meta, WebRTC powers real-time audio and video across various platforms. But forking a large open-source project like WebRTC within our monorepo presents unique challenges – over time, an interna…

Building AI factories is complex and requires efficient integration across compute, networking, security, and storage systems. To achieve rapid Time to AI and…

The article discusses how Airbnb manages dynamic configuration changes safely and reliably at scale.

Cursor's research team details their iterative journey building a multi-agent system capable of orchestrating thousands of AI coding agents to autonomously develop a web browser.

The article provides practical security guidance for sandboxing agentic workflows, emphasizing the importance of managing execution risk associated with AI coding agents.

This article presents a pattern for using AI agents to author Terraform configuration files for Stripe infrastructure instead of having agents make direct API calls.

This article explains the core agent loop architecture behind OpenAI's Codex CLI, detailing how it orchestrates interactions between users, LLM models, and tools to perform software engineering tas...

The article discusses the development of Bugbot, an AI-driven code review agent designed to identify logic bugs, performance issues, and security vulnerabilities in pull requests.

This article discusses best practices for coding with agents, specifically focusing on techniques for utilizing Cursor's agent effectively.

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

The article discusses the deployment of secure, data-driven AI agents using NVIDIA's AI-Q Research Assistant and Enterprise RAG Blueprints on AWS.

This article discusses the development and optimization of background coding agents at Spotify, focusing on context engineering to enhance their functionality in code migration tasks.

The article introduces Gemini 3, Google's latest AI model, now integrated into Jules, an autonomous coding agent for Google AI subscribers.

The article discusses the integration of Gemini 3 Pro into Gemini CLI, highlighting its capabilities to enhance productivity and performance in terminal operations.

The article announces the launch of the Google Colab extension for Visual Studio Code, merging the capabilities of both platforms for AI/ML developers.

The article discusses the implementation of branching workflows in Meta's Sapling monorepo, focusing on the challenges of scalability and developer experience.

Cloudflare is sponsoring two open source projects, Ladybird and Omarchy, to promote a healthier ecosystem for the open web.

GitHub is adding post-quantum secure SSH key exchange using the sntrup761x25519-sha512 hybrid algorithm to protect Git data access against future quantum computer decryption attacks.

The article discusses how Palantir implemented in-toto to enhance their software supply chain security, detailing the challenges faced and lessons learned throughout the process.

The article discusses how Continuous Integration and Continuous Delivery/Deployment (CI/CD) practices can be applied to network automation, particularly with Cumulus Linux and the NVIDIA Air digita...

The article discusses how NVIDIA Air facilitates network automation using tools like Ansible and Git, emphasizing the importance of coding, versioning, and automating network configurations.

The article discusses the operational challenges of deploying large language models (LLMs) and introduces LLMOps as a framework for managing their lifecycle.

The article discusses the advantages of using external file uploads for creating scalable and customizable network topologies in NVIDIA Air.

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

This article discusses the development of Uber's Multi-Cloud Secrets Management Platform, designed to enhance security across its extensive microservices architecture.