The Linux Foundation

2 days left! The CFP for MCP Dev Summit Bengaluru closes soon, and the program is coming together. This is the moment to add your perspective - what you built, what you learned, and how MCP is shaping real-world AI agent development. CFP closes 20 April → https://hubs.la/Q04cC9V00 🎫 Early bird registration is open! Register by 12 May and SAVE: https://hubs.la/Q04cC48c0 Join us 9-10 June in Bengaluru! #mcpdevsummit #MCP #AI #AgenticAI #linuxfoundation #events #OpenSourceDevelopment #opensourcecommunity #OpenSource #OpenStandards #callforproposals #callforspeakers #CallForPapers

A recent analysis from Bloomberg highlights a critical shift in the OpenTelemetry community. Organizations are moving beyond dependency management toward a stewardship model built on shared accountability and long term sustainability across the Cloud Native Computing Foundation (CNCF) ecosystem. Read the full blog: https://bit.ly/482QViY #OpenTelemetry #OpenSource #CloudNative

The evolution of open source within the enterprise has been shaped by leaders who can bridge the gap between technical communities and global business strategy. 🌐 We are proud to have Dirk Hohndel, Founder of DH Consulting, join our keynote lineup at Open Source Summit + Embedded Linux Conference North America. With over three decades of experience at the forefront of the industry, Dirk brings an unmatched depth of perspective to the stage. In Minneapolis, Dirk will host his signature fireside chat with Linus Torvalds - an unscripted, wide-ranging conversation that has become a "must-see" tradition for the open source community. 📍 Minneapolis | May 18-20 💰 Register by May 4 to save $300! https://bit.ly/4rOkawQ #OSSummit #EmbeddedLinux #OpenSource #OSS #LinuxFoundation #events #OpenSourceDevelopment #OpenSourceCommunity #Linux #OSPO #TechLeadership

⚠️ Final days to save 35% on all certifications and training. 👉 Use Code: EARTH26 Skills don't build themselves. Take advantage of 35% sitewide savings now! Don't miss out, enroll now: https://hubs.la/Q04byMFl0 #CloudNative #Linux #DevOps #OpenSource #PlatformEngineering #SysAdmins

Reliability is the backbone of production. 🚀 At Open Source Summit India (16-17 June, Mumbai), the CI / CD track focuses on the tools and practices making continuous integration and delivery more efficient and secure. Join developers and architects to discuss the evolution of the devops pipeline. 🔗 Explore the CI / CD track sessions: https://bit.ly/484ylqy 📅 Full event schedule: https://bit.ly/4ea2qJ2 🎟️ Secure your spot: https://bit.ly/3Q0Z3Ko #OSSummit #OpenSource #OpenSourceSoftware #OpenSourceDevelopment #OpenSourceCommunity #OSS #LinuxFoundation #events #linux #software

🌱 Save 35% on certifications, courses, and programs. 👉 Use Code: EARTH26 Sustainable careers aren't about chasing trends, they're about building skills that stay relevant as technology evolves. Whether you're: 🔹 Expanding into cloud native and Kubernetes 🔹 Strengthening your Linux foundation 🔹 Building AI-ready infrastructure skills 🔹 Validating experience with industry-recognized certifications Linux Foundation Education helps you turn learning into real career sustainability. Take the next step today: https://hubs.la/Q04byFZW0 #CloudNative #Linux #DevOps #OpenSource #PlatformEngineering #SysAdmins

⚙️ 🆓 If embedded systems are part of your roadmap, don’t miss this live webinar discussion on reducing platform risk and increasing portability with Zephyr RTOS. April 21 -- Register today: https://bit.ly/4rMCEOt #EmbeddedDevelopment #ZephyrRTOS #OpenSource

Confidential Computing Summit 2026 is returning to San Francisco this June 23-24! 🛡️ Co-hosted by The Linux Foundation and OPAQUE, this is the premier destination for AI builders, enterprise buyers, and technical experts to showcase the real-world implementations making Confidential AI a production reality. Join the global ecosystem for two days of keynotes, technical sessions, and high-impact networking. 🔗 Secure your spot & save: https://bit.ly/47hX8qK #CCSummit #OpenSource #OpenSourceSoftware #OpenSourceDevelopment #OpenSourceCommunity #OSS #LinuxFoundation #events #linux #software #CallForProposals #CallForPapers #CFP #CallForSpeakers

Join Clockwork.io and The Linux Foundation for a complimentary live webinar on Thursday, April 23 at 9:00 AM PT: "Handling Hardware Failures During Training: A Comparative Analysis of Fault Tolerant Training Frameworks". At scale, hardware failures become a statistical certainty in distributed training. Mean Time Between Failure (MTBF) decreases rapidly with cluster size, dropping from 7.9 hours at 1,024 GPUs to just 1.8 hours at 16,384 GPUs (Meta FAIR Research). At the same time, the cost of each failure is significant: even a single network link flap or GPU fault can cause stalls, timeouts, and eventually crash an entire job, leaving expensive clusters idle. This webinar presents a technical comparison of three runtime resiliency strategies for distributed training. The first, checkpoint/restart, periodically saves training state to persistent storage and recovers from failures by restoring the last checkpoint and recomputing lost work. The second, live GPU migration, intercepts failures and transfers training state to spare accelerators, resuming at the same step after a short pause. The third reduces the active world size by dropping the impacted replica group, allowing training to continue immediately with altered training semantics. The session examines the design trade-offs between these approaches across performance, training semantics, implementation complexity, and operational reliability. Attendees will come away with a clearer understanding of how each mechanism works in practice and how to evaluate them against the specific constraints of their own training infrastructure. Learn more and register: https://bit.ly/4cnpcuA #OpenSource #OSS #LinuxFoundation #OpenSourceSoftware #OpenSourceDevelopment #OpenSourceCommunity #Events #Linux #OpenSource #DistributedTraining #FaultTolerance #MLInfrastructure #MLOps

Generative AI is reshaping how we build, collaborate, and innovate in open source. We are gathering insights from developers worldwide to better understand this transformation to workflows and emerging challenges and opportunities. Your experience can directly influence how open source evolves next. Contribute your insights: https://lnkd.in/gj4uzxsj #OpenSource #GenerativeAI #SoftwareDevelopment #LinuxFoundation #AIinTech #DevCommunity #OpenInnovation #TechResearch