Joe Shajrawi

RtBrick Launches Trial Version of its Routing Software Operators can now experience its disaggregated multiservice edge software first-hand at no cost  Fremont, CA – February 3, 2026 – RtBrick (https://lnkd.in/gBMVgQUd) today announced the launch of a new virtual machine (VM) image that allows prospective customers to try its disaggregated routing software for free in a virtualized form factor. With this new offering, network operators and engineers can evaluate RtBrick’s software, understand its functionality, and experience its command-line interfaces (CLIs) and APIs, without needing to purchase a physical open switch. Historically, evaluating routing software has required access to specialized hardware, adding significant cost, complexity and delays early in the evaluation process. RtBrick’s new https://lnkd.in/g36Qg_jk #msp #channelPartners #carriers #enterprise #Telecommunications #ai #messaging #mobility #ucaas #ccaas #cpaas #Mobility

https://lnkd.in/gZbXK7GA Unlock the Power of AI-Generated Music for Monetization 🎶 🔑 Market Landscape The production-ready audio market is experiencing rapid growth, projected to reach billions in revenue within the next decade. Early adopters leveraging streamlined workflows and curated libraries will be positioned for substantial gains. Technologies that simplify arrangement, editing, and licensing are lowering creation costs and increasing output speed. 🛠️ Essential Tools and Platforms Choosing platforms that offer versatile export options such as WAV, stems, and MIDI is critical for maintaining post-production flexibility. Automated mastering and stem separation tools enable creators to produce professional-sounding tracks efficiently, ensuring consistent quality and compliance with distribution standards. 🎼 Packaging and Distribution Strategy Well-structured asset packs categorized by key, tempo, and mood accelerate buyer decision-making and maximize perceived value. Clear labeling, metadata, and licensing information are fundamental to protecting rights and facilitating seamless integration into various media projects. 💡 Monetization Channels Diverse revenue streams include direct storefront sales, beat marketplaces, sync licensing, subscription models, and value-added services like mixing and mastering. Tiered pricing and licensing models that specify permitted uses reduce disputes and foster buyer confidence. 🔍 Metadata and Rights Management Accurate tagging of mood, key, BPM, and instrument type enhances discoverability in platforms and marketplaces. Consistent, well-documented licensing—perpetual or subscription—ensures legal clarity and streamlines rights administration. 🎯 Content Optimization for Platforms Delivering human-processed edits, arrangements, and mixed tracks increases acceptance rates on streaming platforms and sync marketplaces. Preparing alternate formats such as instrumental or short versions improves placement opportunities and minimizes rejection risk. 💼 Legal and Ethical Considerations Maintaining documentation of all creative contributions and licensing details is essential for copyright protection. Using ethically sourced datasets and secure voice synthesis tools minimizes legal exposure and supports sound intellectual property management. 🌍 Community and Engagement Building a loyal community through social clips, behind-the-scenes content, and subscription tiers fuels ongoing revenue and visibility. Consistent content updates, transparent communication, and exclusive offers cultivate long-term supporter relationships. 📝 Key Checklist Summary ✅ Select platforms with export flexibility (WAV, stems, MIDI) for versatile post-production. ✅ Structure asset packs by key, BPM, and mood to enhance market appeal. ✅ Clearly label all files and include comprehensive license documentation. ✅ Use metadata tags effectively to improve disco

OpenAI just used its own models to find chip optimizations that human engineers would've needed weeks to spot. Here's what nobody's talking about: → This is AI designing the silicon that will run more AI. That shortens iteration cycles by weeks per design pass. → Broadcom brings production-grade hardware and networking. Model tweaks meet real-world manufacturability, with shipments and integration planned over the coming years. → The real gap? Teams that pair model-driven design with supply-chain control will scale compute faster and cheaper, leaving others scrambling for capacity. Not gonna lie, this surprised me. Been there, automated that—this would have saved months. Are you already using model-driven chip design in your stack? Game changer or just hype? 👇 #OpenAI #Broadcom #AIChips #AIInfrastructure

🚀 Just published: Real Compiler Teardowns: How LLVM/Clang Handles Input Buffering Internally ! Dive deep into Clang's lexer secrets—zero-copy MemoryBuffers, forward lookahead, mmap magic, and why it crushes traditional double-buffering. Perfect for compiler devs exploring input buffering in compiler design, token recognition, and LLVM internals. From SourceManager to LexToken traces—real code breakdowns! Read full teardown: https://lnkd.in/gX2vGyuq #analyticsjobs #CompilerDesign #LLVM #Clang #SystemsProgramming #InputBuffering #CPlusPlus