Hybrid Cloud Show – Episode 62

Hybrid Cloud Show – Episode 62

Video by The Late Night Linux Family via YouTube
Hybrid Cloud Show – Episode 62

Support us on Patreon and get an ad-free RSS feed with some early episodes. https://www.patreon.com/LateNightLinux

The biggest homelab mistakes we’ve made, and what we learned from them.

https://hybridcloudshow.com/hcs62/

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This Week in Space 222

This Week in Space 222

Video by TWiT Tech Podcast Network via YouTube
This Week in Space 222

The new space age is upon us, and This Week in Space leaves no topic untouched. Every Friday, join Editor-in-Chief of Ad Astra magazine, Rod Pyle and Managing Editor of Space.com, Tariq Malik as they explore everything related to the cosmos.

You can find more about TWiT.tv and subscribe to our full shows at https://podcasts.twit.tv
Join our community at Club TWiT: https://twit.tv/clubtwit

About us:
TWiT.tv is a technology podcasting network located in the San Francisco Bay Area with the #1 ranked technology podcast This Week in Tech hosted by Leo Laporte. Every week we produce over 30 hours of content on a variety of programs including Tech News Weekly, MacBreak Weekly, Windows Weekly, Security Now, Intelligent Machines, and more.

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AI Advocate Tutorials

AI Advocate Tutorials

Video by Meta Developers via YouTube
AI Advocate Tutorials

There’s a better way to find and fix frame drops. 🔍🧠

AI performance tools for Meta VR speed up your whole profiling workflow, from capturing a trace to fixing the scene. Less time debugging, more time building.

Here’s the toolkit:

💡 Meta Quest Runtime Optimizer tells you what’s eating your frame budget and lets you test changes before committing.

🤖 Meta VR CLI lets your agent capture traces from your headset and compare across builds.

🥽 Immersive Debugger lets you debug through conversation while you’re still in-headset.

🔌 32 open-source agent skills that plug into your preferred AI coding assistant.

🔗 Full toolkit at the links in the comments.

#MetaQuest #VRDev #GameDev

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How Project Akrites Is Building a Global Open Source Security Response Team | CRob, OpenSSF

How Project Akrites Is Building a Global Open Source Security Response Team | CRob, OpenSSF

Video by The Linux Foundation via YouTube
How Project Akrites Is Building a Global Open Source Security Response Team | CRob, OpenSSF

AI-powered tools have compressed vulnerability discovery from weeks to hours. The same open source libraries powering banks, hospitals, and critical infrastructure are being scanned independently by hundreds of organizations, and every day those findings sit uncoordinated is a day attackers have a window.

In this exclusive interview with Swapnil Bhartiya at TFiR, Christopher "CRob" Robinson, CTO of OpenSSF and Chief Security Architect at the Linux Foundation, introduces Project Akrites, a new neutral coordination layer designed to responsibly route AI-generated vulnerability findings to upstream open source maintainers before public disclosure.

Key Topics Covered:
– How LLM-generated vulnerability reports evolved from AI slop to near-professional quality between late 2024 and mid-2025
– Why uncoordinated scanning by thousands of independent actors creates a race condition between defenders and attackers
– How Project Akrites differs from OpenSSF and where each fits in the secure software development lifecycle
– The role of open-weight models in confidential, steerable vulnerability analysis versus frontier commercial models
– How Akrites supports CRA compliance obligations and finds stewards for abandoned or end-of-support open source projects

Read the full story and transcript at www.tfir.io

#OpenSSF #OpenSource #VulnerabilityDisclosure #CyberSecurity #LinuxFoundation #SupplyChainSecurity #AISecurity #ProjectAkrites #DevSecOps #SoftwareSupplyChain #OpenSourceSecurity #CRA #ResponsibleDisclosure

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Open Source AI, Security, and Linux Trends

The Rise of Agentic AI Standards This week’s open source news is dominated by the rapid evolution of AI agents from experimental prototypes to production-grade systems. A significant development is the introduction of Agent Plugins, an open standard created by OpenAI and partners. This initiative aims to standardize how AI agent skills and configurations are … Read more

Introducing Agent Plugins

Introducing Agent Plugins

Video by OpenAI via YouTube
Introducing Agent Plugins

Introducing Agent Plugins, an open standard developed in collaboration with partners across the AI ecosystem.

Bundle Agent Skills and supported MCP server configurations into plugins you can use across ChatGPT, Codex, Cursor, GitHub Copilot, Kiro, and VS Code.

Get started: https://agent-plugins.org

Chapters:
00:00 Why agent packaging needs a standard
00:20 Introducing Agent Plugins
00:39 Package structure, skills, and MCP servers
01:03 Portable across products
01:19 Scope and getting started

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How AI agents reproduced ICML 2026 papers

How AI agents reproduced ICML 2026  papers

Video by Hugging Face via YouTube
How AI agents reproduced ICML 2026  papers

We just wrapped up the 2026 ICML Reproduction Challenge, with more than 1,200 participants & their agents! More than 2,000 different papers were reproduced or falsified (1/3 of all of the papers at the conference). Participants created ~13k repos ~3TB of artifacts. This is likely the biggest attempt to reproduce a major AI conference!

In this livestream, we are announcing the winners of the ICML 2026 Agents Reproduction challenge. We will be awarding prizes (Hugging Face credits) to the top 4 participants.

🎉Congratulations to all our winners, and thank you to everyone who joined us in the reproduction challenge.

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A Software Engineer’s Guide to Scaling Robotics – OpenCV Live 219

A Software Engineer's Guide to Scaling Robotics - OpenCV Live 219

Video by OpenCV via YouTube
A Software Engineer's Guide to Scaling Robotics - OpenCV Live 219

One robot is a demo; a hundred robots is an operations problem. Civ Robotics CTO Amit Moran walks through the software practices that keep a distributed rover fleet alive in the field — pinned builds, heartbeats on everything, remote restarts, and the mission data that saves you after the fact.

OpenCV is a 501(c)(3) registered non-profit in the United States. See how you can support open source CV & AI: http://opencv.org/support/

Watch along for your chance to win during our live trivia segment, and participate in the live Q&A session with questions from you in the audience.

Become a paid member of the channel to help us make more episodes https://www.youtube.com/channel/UCkrcW82Y2kbgU-U9RaYfgxw/join

Got a cool project of your own? Send it to us and you may be featured https://www.jotform.com/form/233105358823151

Thumbnail by Natalia de la Rosa natdlrs.com

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