Counting vulnerabilities isn't enough. A single reusable open source fix can save up to 5.7 million engineering hours—representing $712.5 million in duplicated effort across the industry. Read the new Open Source Security Signals report: red.ht/4jWXN80.

How is gen AI changing open source development? New Linux Foundation research sponsored by Red Hat shows 61% of contributors conduct detailed code reviews of AI-generated code, while 80% emphasize model provenance. Explore the data: red.ht/4i8qRqG

Single-server performance was step one. Managing AI serving at cluster scale is the real test. @RedHat_AI CTO Brian Stevens shares why the release of llm-d 1.0 marks the shift from experimental AI serving to dependable infrastructure built for Day 2 operations. 📖 Read the full blog: red.ht/4i7WGjv #PyTorchCon

Scale distributed inference and control AI serving costs with confidence. llm-d 1.0 brings multi-tenant quality of service, zero-downtime rolling updates, and prefix-cache-aware routing to your production workloads. Explore the release: red.ht/4ysmUU5 #PyTorchCon

Red Hat Enterprise Linux 10 is generally available as a native offering on Oracle Cloud Infrastructure. Standardize your hybrid cloud strategy, optimize costs, and deploy faster. Explore the launch: red.ht/4hPmvpC #AIWorld

Vulnerability alerts on critical production systems can be stressful when upgrades carry risk. Learn how Lightwell Network helps you patch eligible dependencies while keeping systems stable: red.ht/4vTYMbV

Red Hat Enterprise Linux is now available as a first-party offering in the Oracle Cloud Infrastructure (OCI) Console, with other solutions like @OpenShift and @Ansible available through the @Oracle Marketplace. Build your hybrid cloud foundation with Red Hat on OCI: red.ht/4s8W2a4 #AIWorld

Are linear playbooks limiting your automation? Discover how the automation orchestrator in Red Hat Ansible Automation Platform unifies task-driven automation, event triggers, and AI. Join our live webinar on Oct. 20 at 10 AM ET. Register now: red.ht/4s5cZ53

240+ new CVEs drop every day. Unmaintained container base images silently collect vulnerabilities—even if your code hasn't changed. RedHat's N. Harrison Ripps explains how Red Hat Hardened Images deliver minimal, distroless base images with automated daily patching pipelines. Key takeaways: ✂️ Up to 84% reduction in image size 🔒 SLSA Level 3 supply chain controls ⏱️ 18-hour median vulnerability fix time 🆓 Free to pull & test—no paywall or signup required Read the blog post: red.ht/47TvbVW

From #opensource security signals and smart #AI fixes to avoiding vendor lock-in, this week’s Friday Five dives deep into building flexible, resilient systems. Plus, nominations are open for #RedHat Certified Professional of the Year! Catch the latest insights on the blog: red.ht/4yrMFUm

Unlock the secrets to successful edge #AI deployments with #RedHat's 5 essential MLOps considerations. Our new checklist helps you navigate the unique challenges of constrained, distributed, and disconnected edge devices. Discover how Red Hat's expertise can future-ready your AI strategy. 🔗 red.ht/4xFhdBP

Every shipment runs smoother on an app platform that scales the moment demand does. Our customers can show you how it's done: red.ht/4pTfMxn

When measuring open source security, counting vulnerabilities only tells part of the story. Real risk depends on context, attack paths, and how fast reusable fixes can travel through the software ecosystem. Check out the new Open Source Security Signals: red.ht/4s7mAIK

The call for proposals for #RHSummit 2027 is open. Share your story, expertise, and real-world IT solutions with the community live in Boston! See what topics we are looking for and submit today: red.ht/4s5owBy

Unlock the potential of your industrial edge with #RedHat's unified platform. Seamlessly integrate modern and traditional systems using @openshift, #OpenShift Virtualization, #Ansible Automation Platform, #RHEL, and Device Edge. Download our e-book to learn how to establish a consistent platform across private data centers, public clouds, and the edge. red.ht/4xNgmim

Scanning for CVEs is easy. Uncovering a zero-day in a stable, years-old Java framework, engineering a fix, and contributing it back upstream? That’s hard. Read more on how Lightwell fixed a novel flaw in JAXB to safeguard critical apps: red.ht/4jkBh8V.

As automotive transitions to software-defined vehicles, memory safety is key. We’re collaborating with @ferrous_systems to bring Ferrocene, a safety-qualified Rust toolchain, to Red Hat In-Vehicle Operating System. Learn how this helps automakers accelerate safety-critical development: red.ht/3TWhfHr

Your hands-on expertise keeps critical systems running and drives real open-source innovation. It’s time to get recognized on a global stage! Nominations for the 2027 Red Hat Certified Professional of the Year are open! Share your success story and join an elite group of professionals recognized for their exceptional skills with Red Hat technologies. red.ht/4yhYlJT

Empower the people who power your business. Fast-track your team's AI productivity with 50% off the "Developing and Deploying AI/ML Applications on Red Hat OpenShift AI" Learning Subscription course (AI267LS). Offer valid through Dec 31, 2026: red.ht/4y7m2Fw

Finding open source bugs is half the battle; patching them without breaking production uptime is where the work happens. Lightwell has already neutralized more than 400 previously unknown vulnerabilities—and we are just getting started. Customers, submit your dependencies today: red.ht/3UcCrsS