Power agentic workflows in your terminal with GitHub Copilot CLI
Explore the GitHub Copilot CLI and try interacting with Copilot directly from your terminal.
Build an agent into any app with the GitHub Copilot SDK
Now in technical preview, the GitHub Copilot SDK can plan, invoke tools, edit files, and run commands as a programmable layer you can use in any application.
Beyond Generative: The Rise Of Agentic AI And User-Centric Design — Smashing Magazine
Developing effective agentic AI requires a new research playbook. When systems plan, decide, and act on our behalf, UX moves beyond usability testing into the realm of trust, consent, and accountability. Victor Yocco outlines the research methods needed to design agentic AI systems responsibly.
A cheat sheet to slash commands in GitHub Copilot CLI
Run tests, fix code, and get support—right in your workflow. Stay focused and let Copilot handle the busywork.
AI-supported vulnerability triage with the GitHub Security Lab Taskflow Agent
Learn how we are using the newly released GitHub Security Lab Taskflow Agent to triage categories of vulnerabilities in GitHub Actions and JavaScript projects.
Human Native is joining Cloudflare
Cloudflare acquires Human Native, an AI data marketplace specialising in transforming content into searchable and useful data, to accelerate work building new economic models for the Internet.
Building an agentic memory system for GitHub Copilot
Copilot’s cross-agent memory system lets agents learn and improve across your development workflow, starting with coding agent, CLI, and code review.
Community-powered security with AI: an open source framework for security research
Announcing GitHub Security Lab Taskflow Agent, an open source and collaborative framework for security research with AI.
Adapting the Facebook Reels RecSys AI Model Based on User Feedback
We’ve improved personalized video recommendations on Facebook Reels by moving beyond metrics such as likes and watch time and directly leveraging user feedback. Our new User True Interest Survey (UTIS) model, now helps surface more niche, high-quality content and boosts engagement, retention, and satisfaction. We’re doubling down on personalization, tackling challenges like sparse user data […] Re
Introducing: React Best Practices
We've encapsulated 10+ years of React and Next.js optimization knowledge into react-best-practices, a structured repository optimized for AI agents and LLMs.
What AI is actually good for, according to developers
AI is designed to help you do what you love most, not replace your expertise. Discover how developer feedback and real-world experience are shaping AI coding tools that keep you in control.
Want better AI outputs? Try context engineering.
Learn how custom instructions, reusable prompts, and custom agents help GitHub Copilot deliver more accurate results.
Building the Universal Commerce Protocol (2026) - Shopify
Under the hood of UCP: the open protocol powering agentic commerce, enabling AI agents to discover, negotiate, and transact with any merchant.
Why AI is pushing developers toward typed languages
AI is settling the “typed vs. untyped” debate by turning type systems into the safety net for code you didn’t write yourself.
Penpot Is Experimenting With MCP Servers For AI-Powered Design Workflows — Smashing Magazine
[Penpot](https://penpot.app/?utm_source=SmashingMagazine&utm_medium=Article&utm_campaign=MCPserver) is experimenting with MCP (Model Context Protocol) servers, which could lead to designers and developers being able to perform tasks in Penpot using AI that’s able to understand and interact with Penpot design files. Daniel Schwarz explains how [Penpot MCP](https://github.com/penpot/penpot-mcp) serv
How we made v0 an effective coding agent
v0’s composite AI pipeline boosts reliability by fixing errors in real time. Learn how dynamic system prompts, LLM Suspense, and autofixers work together to deliver stable, working web app generations at scale.
Cooking with constraints: A designer’s framework for better AI prompts
Design and cooking share a truth: Preparation determines the outcome. Structured prompts turn AI from guesswork into a reliable design partner.
Rewriting pycparser with the help of an LLM - Eli Bendersky's website
Thoughts on starting new projects with LLM agents - Eli Bendersky's website
Agentic AI, MCP, and spec-driven development: Top blog posts of 2025
Explore the GitHub Blog’s top posts covering the biggest software development topics of the year.
WRAP up your backlog with GitHub Copilot coding agent
An easy-to-remember acronym, WRAP will help you write effective issues, refine your instructions, and get the most out of Copilot coding agent.
Giving Users A Voice Through Virtual Personas — Smashing Magazine
Turn scattered user research into AI-powered personas that give anyone consolidated multi-perspective feedback from a single question.
AI SDK 6
Introducing agents, tool execution approval, DevTools, full MCP support, reranking, image editing, and more.
Inside the feature store powering real-time AI in Dropbox Dash
The feature store is a critical part of how we rank and retrieve the right context across your work.
ChatGPT-s rivals, Kwai-s quiet rise- the top Internet services of 2025
AI competition intensified in 2025 as ChatGPT gained strong challengers. Instagram climbed, X declined, and platforms like Shopee, Temu, and Kwai reshaped global Internet usage. Our 2025 DNS data shows how Internet patterns evolved.
Hard problems are still hard: A story about the tools that change and the work that doesn't
Figma designer–turned–product manager Nikolas Klein worked on building prototyping tools for seven years. Then AI changed the game.
The future of AI-powered software optimization (and how it can help your team)
We envision the future of AI-enabled tooling to look like near-effortless engineering for sustainability. We call it Continuous Efficiency.
Introducing the Agentic Commerce Suite: A complete solution for selling on AI agents
Our Agentic Commerce Suite gets your business agent-ready. It enables you to sell on AI agents by making your products discoverable, simplifying your checkout, and allowing you to accept agentic payments via a single integration.
Updates to AI credits in Figma
We’re introducing new ways to track your AI credit usage in Figma, and soon you’ll have more ways to buy additional AI credits.
Speed is nothing without control: How to keep quality high in the AI era
AI can help you build faster than ever, but it can also produce bugs, issues, and problems. Use these strategies to keep your speed without losing control of your code.
The new identity of a developer: What changes and what doesn’t in the AI era
Discover how advanced AI users are redefining software development—shifting from code producers to strategic orchestrators—through delegation, verification, and a new era of AI-fluent engineering.
How UX Professionals Can Lead AI Strategy — Smashing Magazine
Lead your organization’s AI strategy before someone else defines it for you. A practical framework for UX professionals to shape AI implementation.
Tangle: An open-source ML experimentation platform built for scale (2025) - Shopify
Tangle saves months of compute time, makes every experiment automatically reproducible, and allows teammates to share computation without coordination.
Beyond The Black Box: Practical XAI For UX Practitioners — Smashing Magazine
Explainable AI isn’t just a challenge for data scientists. It’s also a design challenge and a core pillar of trustworthy, effective AI products. Victor Yocco offers practical guidance and design patterns for building explainability into real products.
How to use GitHub Copilot Spaces to debug issues faster
Follow this step-by-step guide to learn how to debug your issues using GitHub Copilot Spaces and Copilot coding agent.
Your stack, your rules: Introducing custom agents in GitHub Copilot for observability, IaC, and security
Use partner-built Copilot agents to debug, secure, and automate engineering workflows across your terminal, editor, and github.com.
How to orchestrate agents using mission control
Run multiple Copilot agents from one place. Learn prompt techniques, how to spot drift early, and how to review agent work efficiently.
On "AI Brendans" or "Virtual Brendans"
Partnering with Black Forest Labs to bring FLUX.2 -dev- to Cloudflare Workers AI
FLUX.2 [dev] by Black Forest Labs is now on Workers AI! This advanced open-weight image model offers superior photorealism, multi-reference inputs, and granular control with JSON prompting.
Why developers still flock to Python: Guido van Rossum on readability, AI, and the future of programming
Discover how Python changed developer culture—and see why it keeps evolving.
How GitHub’s agentic security principles make our AI agents as secure as possible
Learn more about the agentic security principles that we use to build secure AI products—and how you can apply them to your own agents.
Evolving GitHub Copilot’s next edit suggestions through custom model training
GitHub Copilot’s next edit suggestions just got faster, smarter, and more precise thanks to new data pipelines, reinforcement learning, and continuous model updates built for in-editor workflows.
5 shifts redefining design systems in the AI era
We spoke with product leaders and practitioners about the shifts they’re seeing in how design systems are built, used, and maintained.
How we’re making GitHub Copilot smarter with fewer tools
We’re using embedding-guided tool routing, adaptive clustering, and a streamlined 13-tool core to deliver faster experience in VS Code.
How to write a great agents.md: Lessons from over 2,500 repositories
Learn how to write effective agents.md files for GitHub Copilot with practical tips, real examples, and templates from analyzing 2,500+ repositories.
Efficient Optimization With Ax, an Open Platform for Adaptive Experimentation
We’ve released Ax 1.0, an open-source platform that uses machine learning to automatically guide complex, resource-intensive experimentation. Ax is used at scale across Meta to improve AI models, tune production infrastructure, and accelerate advances in ML and even hardware design. Our accompanying paper, “Ax: A Platform for Adaptive Experimentation” explains Ax’s architecture, methodology, and h
Vercel collaborates with Google for Gemini 3 Pro Preview launch
The Gemini 3 Pro Preview model, released today, is now available through AI Gateway and in production on v0.app.
Replicate is joining Cloudflare
Bringing Replicate’s tools into Cloudflare will continue to make our Workers Platform the best place on the Internet to build and deploy any AI or agentic workflow.
How Dash uses context engineering for smarter AI
Building effective, agentic AI isn’t just about adding more; it’s about helping the model focus on what matters most.
Unlocking the full power of Copilot code review: Master your instructions files
Discover practical tips, examples, and best practices for writing effective instructions files. Whether you’re new or experienced, you’ll find something to level up your code reviews.
TypeScript, Python, and the AI feedback loop changing software development
An interview with the leader of GitHub Next, Idan Gazit, on TypeScript, Python, and what comes next.
How Copilot helps build the GitHub platform
A breakdown of how Copilot coding agent has contributed to a better, more powerful GitHub.
Create new monetization opportunities with Stripe Billing’s recent upgrades
We recently released a series of improvements to expand multiprocessor support, give you more control over your billing and invoicing models, and better tailor your pricing for AI products. Here’s everything that’s new.
Meta’s Generative Ads Model (GEM): The Central Brain Accelerating Ads Recommendation AI Innovation
We’re sharing details about Meta’s Generative Ads Recommendation Model (GEM), a new foundation model that delivers increased ad performance and advertiser ROI by enhancing other ads recommendation models’ ability to serve relevant ads. GEM’s novel architecture allows it to scale with an increasing number of parameters while consistently generating more precise predictions efficiently. GEM propagat
ServiceNow and Figma launch strategic collaboration to turn design vision into enterprise transformation
AI platform, ServiceNow, and Figma announced a strategic collaboration to turn design vision into enterprise transformation.
GitHub Copilot CLI 101: How to use GitHub Copilot from the command line
Curious about using GitHub Copilot in your terminal? Here’s our guide to GitHub Copilot CLI, including a starter kit with the best prompts for a wide range of use cases.
TypeScript’s rise in the AI era: Insights from Lead Architect, Anders Hejlsberg
TypeScript just became the most-used language on GitHub. Here’s why, according to its creator.
How AI Gateway runs on Fluid compute
The AI Gateway is a simple application deployed on Vercel, but it achieves scale, efficiency, and resilience by running on Fluid compute and leveraging Vercel’s global infrastructure.
GitHub Copilot tutorial: How to build, test, review, and ship code faster (with real prompts)
How GitHub Copilot works today—including mission control—and how to get the most out of it. Here’s what you need to know.
Video Invisible Watermarking at Scale
At Meta, we use invisible watermarking for a variety of content provenance use cases on our platforms. Invisible watermarking serves a number of use cases, including detecting AI-generated videos, verifying who posted a video first, and identifying the source and tools used to create a video. We’re sharing how we overcame the challenges of scaling […]