Paul Shell (@PaulShellDev) header
Paul Shell (@PaulShellDev) profile picture

Product Engineer | Microsoft alum | @GauntletAI 🛡️ 1 | Building AI systems with software engineering discipline

Texas, USA
Joined September 2015
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Paul Shell retweeted
I worked with a group of engineers to create github/lever - a library of skills for automating boring work so that us humans can focus on the things we love. We pooled our session history, mined it for the patterns that produce the best results, and turned them into low barrier skills.
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Paul Shell retweeted
#GitHubUniverse 2026 begins now! 🎉 Watch the Day 1 Keynote 👇 teapawt.net/i/broadcasts/1qxvveVor…
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Paul Shell retweeted
#GitHubUniverse badge just went digital… and yes it runs Doom. Customize your own, play and share it with #badger26. gh.io/virtualbadger Sign up to join us virtually (for free) at githubuniverse.com
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Paul Shell retweeted
1.2B users. ~40 regions. Single-digit-millisecond latency. One team. @AzureCosmosDB and @OpenAIDevs engineers scaled it together. Read the story 👇
We serve data in milliseconds to more than 1.2 billion users across 40 geographic regions. To reach that scale, we worked closely with @AzureCosmosDB on our storage architecture, achieving a 12x improvement in global median read latency.
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Paul Shell retweeted
We just released a free, open source course - GitHub Copilot app for Beginners! 🚀 8 chapters. One hands-on project throughout. Goes from setup and sessions to worktrees, skills & custom agents, MCP & plugins, canvases, and automations. Open the app and start directing your agents! ✨ 🎓 Course: github.com/github/copilot-ap… 📝 Blog: devblogs.microsoft.com/blog/…
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Paul Shell retweeted
Dependabot pull requests are easy to review one at a time ... and tedious to review by the dozen. Build a GitHub Copilot app automation that does the first pass for you. Once it reviews open Dependabot pull requests, groups them by risk, verifies CI status, it'll provide a short summary. You write the instructions in plain language, so you can shape the automation to match how your team works. Schedule it before your workday starts and the results are ready when you log in. Try it out 👇 github.blog/ai-and-ml/github…
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GitHub just put the Copilot agent permission layer under ENTERPRISE control. Admins can govern: - Shell commands - File reads - File edits - Network domains Each operation can be blocked, require fresh human approval, or run without a prompt. And the user cannot bypass the policy with auto-approval, saved approvals, workspace settings, or YOLO mode. GA in the Copilot app, CLI, and VS Code Agent Host. Block credential folders. Require approval for git push. Allow approved tests. Agent governance just moved into the execution layer. This is the move. github.blog/changelog/2026-0…
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Paul Shell retweeted
If you haven't seen @GitHub Copilot in a while, you haven't seen it. So we're having an event to say Hello. Again! New tools, new models and plenty of good vibes. Join myself, @pierceboggan, @JamesMontemagno, @mattpocockuk, @wesbos and more tomorrow at 8 AM PST. Don't miss!
➡️ Get ready for GitHub Copilot Day. Live demos from the team on everything Copilot, including the app, CLI, and the new research preview HydraFusion. Coming September 10. Set your reminder 🔔 gh.io/GitHubCopilotDay
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Paul Shell retweeted
🆕 On September 10, we're kicking off the first-ever GitHub Copilot Day! 🎉 Hear directly from the people building Copilot and the developers putting it to work. Learn the most effective ways to use Copilot, from agents and model choice to working across GitHub, Copilot app, CLI, and @code. You can expect technical demos, practical workflows, product announcements, and a few special guests along the way. 👀 🔔 Set your reminder gh.io/GitHubCopilotDay
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Paul Shell retweeted
MCP C# SDK v2.0 landed 🎉 Stateless-by-default MRTR for interactive tools Smart HTTP headers ASP.NET Core-native A tidy, practical upgrade for MCP builders. 👉 Blog: ift.tt/Fx7gHVG
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Pro tip you can cmd/ctrl + click on sessions in the sidebar to view them in a grid
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Paul Shell retweeted
I need a wireless controller Checks my 5h and weekly usage / reset Launches from a separate Codex home for this experiment with a Windows Intelligent Terminal profile for her. GUID until /rename idle, thinking, needs input, and complete work (hoping I never see error) – at Tomball, TX
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Paul Shell retweeted
Build smarter with the new GitHub Copilot app. 💡 Join our Let's Learn virtual sessions and find out how this all-in-one control center can help you optimize your workflow with agent-driven development. Sign up for your session in English, Korean, Chinese, Japanese, Spanish, or Portuguese. 🗓️ gh.io/letslearn
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Paul Shell retweeted
Microsoft is just one beneficiary of 250 years of American history and the choices made by past generations. As an American company, we believe we have a responsibility to understand where we have been, learn from it, and help make real for others the opportunities created for us.  As America enters its 251st year, we face another inflection point shaped by rapid technological change. That is why we created this series. Throughout July, we will reflect on moments in American history with six video episodes when people faced uncertainty and made choices that set in motion consequences they could not fully see. Some decisions advanced the country. Others revealed how much work remained. Together, they remind us that history is not inevitable; it is made by people, in moments, through choices. Our goal is not simply to celebrate that history, but to learn and connect the past to the questions we face today. Because one of the best ways to honor 250 years of American history is to think seriously about what we will do next. Stay tuned for episode 2 next week. aka.ms/America250 @Microsoft
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Paul Shell retweeted
Claude in Microsoft Foundry is now generally available, hosted on Azure. Prompt caching and extended thinking are supported today, with more capabilities on the way. Read more: msft.it/6018vsDhM
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Paul Shell retweeted
📊 Sometimes the smallest evals reveal the biggest insights. See what 50,000 runs of a 5-line task taught the @code team about model efficiency, tool use, and AI behavior. 📖 Read the full post: aka.ms/vscode/blog/evals
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