GitHub

Have you tried GitHub Copilot coding agent? 🤖 It acts like a peer developer that runs independently in the background, handling the tasks that slow you down: 🐛 Bug fixes 🧪 Test coverage ♻️ Refactoring It takes you from Issue ➡️ PR while you focus on the code that interests you most. Here's how to get started with agentic workflows. 🚀 https://lnkd.in/gh_QUJ24

It started as a small idea to connect AI models to developer workflows. It turned into one of the fastest-growing open standards in the industry. 🚀 Now, the Model Context Protocol is officially joining The Linux Foundation. Hear from the engineers and maintainers of GitHub, Microsoft, Anthropic, and OpenAI on the journey from day zero to now. 👇 https://lnkd.in/gddWtqsK

Agentic security is a conflict: You are handling non-deterministic outputs in a deterministic execution environment. To balance capability with safety in GitHub Copilot, we enforce three architectural principles: • Maximize interpretability • Minimize autonomy (Principle of Least Privilege) • Reduce anomalous behavior Take a deep dive into our threat model for hosted agents. ⬇️ https://lnkd.in/g6iUT_bj

What happens when you measure the right things? Join Jeff Keyes, Field CTO at Allstacks, as we explore how the Intelligence Engine and deep research agents help optimize engineering investments. We break down why most AI adoption falls short, tackle watermelon projects, and discuss how to measure what actually matters: alignment and ROI. Learn how to speak the language of business and eliminate bottlenecks across your development pipeline.

This week on Open Source Friday, we’re talking with Open WebUI, a user-friendly self-hosted AI platform that makes it easier to interact with large language models. Open WebUI offers a sleek, self-hostable interface that lets developers and organizations deploy, manage, and experiment with AI models without the usual friction. Built and maintained by Tim Baek, this project accelerates access to LLMs and fosters faster innovation in the AI ecosystem. If you care about open-source AI tools and usability, Open WebUI is one to watch! Website: https://openwebui.com/ GitHub Repo: https://lnkd.in/dSR3f8Nf

"Developers aren’t being replaced, they're evolving." We’ve all heard the line. But what does that actually mean? Lead Researcher Eirini Kalliamvakou spent months interviewing advanced AI users to uncover exactly how their day-to-day work is shifting. The verdict? They aren't just faster. They're working differently. Get the insights. ⬇️ https://lnkd.in/gMJekq2r

Come cowork and chat with Cassidy and Kedasha on the GitHub team and ask your questions!

OpenAI’s GPT-5.2 is now rolling out in public preview in GitHub Copilot. This model is focused on long context and front-end UI generation. Try it out in Visual Studio Code ⬇️ https://lnkd.in/eJF8QgMb

Join us for Rubber Duck Thursdays! A lighthearted and informal stream where we live code on some projects. Last week, we explored using GitHub Copilot custom agents to help author our GitHub Action workflows. This week, we'll continue exploring custom agents and how we can use them to address tech debt.