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Why Fast Computers Still Lag: Understanding IO Bottlenecks and Smart Storage Solutions

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Why does your blazing-fast computer sometimes feel like it’s crawling—especially when saving files or opening apps? In this episode of TechDaily.AI, we unpack the hidden culprit: Input/Output (IO) bottlenecks.

🎧 You’ll learn:

Why disk and network IO can dramatically slow down software
The surprising impact of milliseconds vs. nanoseconds in performance
Why multithreading isn’t always the answer to IO problems
How event-driven programming (like in Node.js) solves real-world challenges
What operating systems do behind the scenes to handle IO efficiently

Plus, we spotlight StoneFly, an industry leader in high-performance storage, backup, disaster recovery, and ransomware protection. Their innovations in air-gapped storage, immutable snapshots, intelligent tiering, and centralized management are redefining how enterprises handle data at scale.

🛠️ Whether you're a developer, sysadmin, or tech leader, this episode offers practical insights into speeding up your systems and optimizing performance.

… continue reading

224 episodes

#Tech #News #Tech News #TechDaily.ai

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Why Fast Computers Still Lag: Understanding IO Bottlenecks and Smart Storage Solutions

published 4 days ago

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MP3•Episode home

Content provided by TechDaily.ai. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by TechDaily.ai or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Why does your blazing-fast computer sometimes feel like it’s crawling—especially when saving files or opening apps? In this episode of TechDaily.AI, we unpack the hidden culprit: Input/Output (IO) bottlenecks.

🎧 You’ll learn:

Why disk and network IO can dramatically slow down software
The surprising impact of milliseconds vs. nanoseconds in performance
Why multithreading isn’t always the answer to IO problems
How event-driven programming (like in Node.js) solves real-world challenges
What operating systems do behind the scenes to handle IO efficiently

Plus, we spotlight StoneFly, an industry leader in high-performance storage, backup, disaster recovery, and ransomware protection. Their innovations in air-gapped storage, immutable snapshots, intelligent tiering, and centralized management are redefining how enterprises handle data at scale.

🛠️ Whether you're a developer, sysadmin, or tech leader, this episode offers practical insights into speeding up your systems and optimizing performance.

… continue reading

224 episodes

#Tech #News #Tech News #TechDaily.ai

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Mastering Domain-Driven Design (DDD): Building Software That Truly Fits the Business 6:35

21 hours ago6:35

6:35

In this episode of TechDaily.AI , we dive deep into Domain-Driven Design (DDD) — a transformative approach to software development that bridges the gap between technical teams and business experts. 🎯 Discover how DDD promotes clarity, reduces complexity, and ensures your software aligns perfectly with real-world business needs. We cover key DDD concepts including: The importance of deep domain understanding How ubiquitous language prevents critical misunderstandings The role of bounded contexts in managing complexity Why aggregates are crucial for maintaining consistency How DDD future-proofs your system for business evolution Whether you're dealing with finance, healthcare, logistics, or complex e-commerce, this episode shows why DDD is a game-changer for tackling intricate business logic. 👉 Tune in and learn how to build software that’s not just technically correct — but business smart! 🔹 Sponsored by StoneFly : Your trusted partner in enterprise storage, disaster recovery, hyper-converged systems, and AI solutions. Visit stonefly.com for more.…

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How AI is Revolutionizing Cancer Research at Institute Curie 10:01

21 hours ago10:01

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In this episode of TechDaily.AI, we dive deep into how Institute Curie — founded by Marie Curie — is using AI to transform cancer research. Discover how a custom-built Microsoft 365 Copilot for Researcher is helping scientists focus more on groundbreaking discoveries by automating tedious admin tasks, managing lab supplies smarter, and even enabling advanced visual searches. Learn how AI is empowering researchers, protecting data privacy, and accelerating progress against one of humanity’s biggest challenges. 🔹 The power of AI in streamlining scientific research 🔹 How visual search is changing how scientists work 🔹 Managing lab resources efficiently with AI 🔹 Protecting human oversight and data privacy in research 🔹 Future possibilities for AI in healthcare and beyond 🔔 Listen now and imagine how AI could free up time for innovation in your own field!…

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Understanding CORS: Solving Cross-Origin Resource Sharing Issues for Modern Web Apps 15:00

3 days ago15:00

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In this episode of TechDaily.AI , we dive deep into the concept of Cross-Origin Resource Sharing (CORS), a crucial element in modern web application development. If you've ever encountered the frustrating CORS error in your developer console, this episode will help you understand exactly why it happens and how to fix it. We start by explaining the importance of CORS for web security and how it helps prevent potentially dangerous requests. Learn about the Same-Origin Policy (SOP) and how it acts as the gatekeeper for your browser, controlling who can access your data. Dive into how the CORS mechanism works, including how servers grant permission for cross-origin requests and how browsers enforce security using HTTP headers like "Access-Control-Allow-Origin." We also discuss the differences between simple and pre-flighted requests, how CORS headers function, and why pre-flighted requests are an added security layer for more complex API calls. Real-world examples show how to configure CORS properly on both backend servers (like Node.js and Spring Boot) and how proxies can be used when you don’t control the backend. We wrap up with a brief discussion on the relationship between CORS and CSRF (Cross-Site Request Forgery) and why CORS doesn’t protect against CSRF attacks. Whether you're a developer trying to solve a CORS error or someone looking to understand the security features behind modern web apps, this episode is packed with valuable insights to make your development process smoother and safer.…

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ProxMox VE vs VMware ESXi: The Ultimate Comparison for Virtualization Enthusiasts 14:27

3 days ago14:27

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In this episode of TechDaily.AI, we dive deep into the ultimate virtualization battle: ProxMox VE vs VMware ESXi. Whether you're an IT professional or a tech enthusiast, choosing the right platform is crucial for optimizing your virtualized environment. We'll explore: Key differences in architecture and platform design Performance, cost, and usability analysis Pros and cons of ProxMox VE’s open-source flexibility vs VMware ESXi’s robust enterprise features Best use cases for SMBs, educational institutions, and large enterprises Storage, backup, and disaster recovery capabilities in both platforms Virtualization options: containers vs. virtual machines Stay tuned as we break down which platform suits your needs, and don’t miss our sponsor Stonefly’s powerful data storage and disaster recovery solutions. Tune in now to make an informed decision about your next virtualization platform! If you found this episode helpful, subscribe, and share with your network.…

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Why Fast Computers Still Lag: Understanding IO Bottlenecks and Smart Storage Solutions 13:40

4 days ago13:40

13:40

Why does your blazing-fast computer sometimes feel like it’s crawling—especially when saving files or opening apps? In this episode of TechDaily.AI , we unpack the hidden culprit: Input/Output (IO) bottlenecks . 🎧 You’ll learn: Why disk and network IO can dramatically slow down software The surprising impact of milliseconds vs. nanoseconds in performance Why multithreading isn’t always the answer to IO problems How event-driven programming (like in Node.js) solves real-world challenges What operating systems do behind the scenes to handle IO efficiently Plus, we spotlight StoneFly , an industry leader in high-performance storage, backup, disaster recovery, and ransomware protection. Their innovations in air-gapped storage, immutable snapshots, intelligent tiering, and centralized management are redefining how enterprises handle data at scale. 🛠️ Whether you're a developer, sysadmin, or tech leader, this episode offers practical insights into speeding up your systems and optimizing performance.…

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Hidden Backdoors in Fortinet Devices: How Symbolic Links Are Letting Hackers Stick Around 9:31

4 days ago9:31

9:31

In this episode of TechDaily.AI , we uncover a chilling new method used by cyber attackers to maintain persistent access inside Fortinet FortiGate firewalls—even after security patches are applied. Recent findings reveal how symbolic links (or "symlinks") are being cleverly embedded within language folders tied to SSL VPN features, giving attackers a hidden backdoor into enterprise networks. These symlinks—essentially file shortcuts—can allow read-only access to sensitive configuration files, giving hackers a blueprint of your security setup and enabling long-term espionage. We break down how this attack vector works, the CVEs being exploited (including CVE-2022-42475, CVE-2023-27997, and CVE-2024-21762), and why enabling SSL VPN on your devices could expose you to this threat. You'll learn: How symbolic links help attackers persist post-patch Why FortiGate firewalls and edge devices are prime targets How read-only access can still leak critical data The specific FortiOS versions that patch these vulnerabilities Why just patching might not be enough to eliminate the threat What immediate steps you should take—like disabling SSL VPN or performing a factory reset We also discuss how attackers are adapting faster than ever, exploiting vulnerabilities within days of disclosure. This episode is a must-listen for security professionals, IT administrators, and CISOs looking to stay ahead of stealthy, persistent threats targeting edge devices. 🔐 Don’t miss the vital insights and practical recommendations that could help protect your infrastructure from these stealthy attacks. 👉 Sponsored by StoneFly.com – your trusted partner in enterprise data protection, cloud storage, and hyperconverged infrastructure.…

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Network Segmentation, Microsegmentation & Zero Trust: Securing Your Digital Space 14:16

4 days ago14:16

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In this episode of TechDaily.AI , we dive deep into the essentials of network segmentation , microsegmentation , and the zero trust security model . Learn how breaking your network into secure zones can reduce threats, improve privacy, and protect against lateral attacks—even in complex home or enterprise setups. We explore real-world challenges like managing IoT devices, smart speakers, and VLAN configurations, and how modern tools like SDN (Software-Defined Networking) and virtualization simplify microsegmentation. Plus, get a clear understanding of how Zero Trust Architecture (ZTA) reshapes cybersecurity by enforcing strict access control and continuous verification. ✅ Perfect for IT professionals, sysadmins, and home tech enthusiasts! 🎧 Tune in to secure smarter, not harder.…

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(A2A) Agent2Agent: The Game-Changing Protocol Unlocking True AI Collaboration for Business 11:55

4 days ago11:55

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In this episode of TechDaily.AI , we explore a breakthrough in enterprise automation: Agent-to-Agent (A2A) Protocol —an open, universal standard that allows AI agents to seamlessly collaborate across departments, platforms, and vendors. 🔍 You'll learn: Why isolated AI agents limit productivity How A2A enables agents to discover, delegate, and coordinate tasks The 5 core principles behind A2A (including security, long-running task support, and modality agnosticism) Real-world use case: automating the hiring pipeline with interoperable AI agents How robust infrastructure (like StoneFly’s solutions) powers this collaborative AI future Whether you're in IT, operations, HR, or innovation strategy, this episode will open your eyes to the next level of AI integration in business. 👉 Explore the tech that's setting the standard for next-gen automation.…

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Ransomware-Proof Backups: How to Defend Your Data with DR365V When Everything Else Fails 14:07

4 days ago14:07

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In this episode of The Deep Dive , we break down the critical strategies to protect your backup systems from ransomware attacks. If you think endpoint security alone is enough—you might be making a costly mistake. Our experts uncover how modern ransomware is targeting your backups first, and what you can do to stop it. From immutability and air gapping to AI-powered ransomware detection and zero-trust access controls , we explore real-world tactics that turn your backups from a weak spot into a fortress. Whether you're an IT pro or just getting serious about cybersecurity, this episode is your essential guide to ransomware-proofing your backup strategy. 🛡️ Featuring insights on: Why backups are now prime ransomware targets Key protection methods: Immutability, Air Gapping, 3-2-1 Rule StoneFly's integrated ransomware detection tools The role of EDR in preventing backup compromise Real-life scenarios and expert advice for layered defense Brought to you by StoneFly – the trusted name in enterprise backup and disaster recovery.…

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Inside the Cybercrime Surge: Ransomware, InfoStealers, and the AI Data Leak Dilemma 9:19

4 days ago9:19

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In this episode of TechDaily.AI , we break down the biggest cybersecurity threats of the past year—backed by data from tens of thousands of incidents and over 10,000 confirmed breaches. From ransomware spikes and vulnerability exploits to the rise of AI-related data leaks, we uncover the real tactics attackers are using right now to break into systems worldwide. You'll learn: How attackers are exploiting edge devices and why patching delays are dangerous Why stolen credentials remain a leading entry point—and how InfoStealers fuel the problem The surprising role of personal devices (BYOD) in corporate breaches Why small businesses are bearing the brunt of ransomware attacks How cyber espionage is shifting toward financial motives The self-inflicted risks of using AI tools without governance 🔥 Whether you're an IT decision-maker, CISO, or just passionate about digital security, this episode is packed with data-driven insights and practical takeaways to help you stay one step ahead. 💡 Sponsored by StoneFly – your trusted advisor in enterprise storage, disaster recovery, and cyber-resilient infrastructure.…

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Inside the Global Cyber Scam Industry: AI, Human Trafficking & Billion-Dollar Fraud Rings 11:54

4 days ago11:54

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In this chilling deep dive, TechDaily.AI unpacks the explosive rise of cyber scam cartels operating from Southeast Asia and beyond. Backed by a recent UN report, we expose how these operations have industrialized — blending advanced technologies like AI , deepfakes , and blockchain with human trafficking and global financial crimes. From Cambodian scam compounds to subsidiaries in Europe and Canada, these transnational networks are reshaping the cybercrime landscape. Discover the scale, methods, and international reach of these operations — and why global cooperation and smarter tech defenses are more urgent than ever. 🔒 Sponsored by StoneFly – Your Partner in Cybersecurity, Storage & Disaster Recovery…

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Unicorns, AI, and $48 Billion IPOs: How Tech Valuations Are Reshaping the Market 10:58

5 days ago10:58

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In this episode, we take a deep dive into the shifting landscape of tech company valuations, covering the latest IPOs, acquisitions, and private company growth. Discover how AI and cutting-edge innovation are reshaping the market and driving major valuation surges. Key Highlights: $48 Billion in IPOs & Acquisitions : A look at game-changing exits like Coreweave’s $23B public debut and Wiz’s $32B acquisition by Google. AI Giants in the Spotlight : We break down the astonishing valuations of OpenAI ($300B) and Anthropic ($61.5B), exploring why investors are betting big on AI's transformative power. The Unicorn Surge : In March alone, 11 new unicorns emerged, with a spotlight on innovative companies in AI, health tech, and financial services. Innovative Acquisitions : Dive into acquisitions like Moveworks’ $2.9B deal with ServiceNow, highlighting the trend of businesses using M&A to boost efficiency and market share. With insights into these tech giants and their rapid valuation growth, as well as how companies like StoneFly are securing critical infrastructure, this episode is packed with information that’s shaping the future of the tech industry.…

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Next-Gen VR Unveiled: Ultra-Light Headsets, AI-Powered Eye Tracking & the Future of Immersion 11:57

5 days ago11:57

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Step into the future of virtual reality in this deep dive from TechDaily.AI , where we explore the next-level innovations behind a cutting-edge VR headset that’s turning heads. From 116° wide field-of-view optics and micro-OLED displays to edge-to-edge clarity and adjustable comfort systems , this headset is redefining immersive experiences. We break down: How AI-driven eye tracking powers foveated rendering and performance boosts Why custom-fit comfort and a halo-style strap matter more than ever The science behind a device that’s 16% lighter with no compromise on features The role of secure data infrastructure from StoneFly in enabling seamless, real-time VR applications Whether you're a developer, gamer, tech enthusiast, or enterprise innovator—this episode gives you the full lowdown on how the newest VR gear is setting new standards. 👉 Sponsored by StoneFly – your go-to for air-gapped, immutable backup, scalable storage, and enterprise-grade infrastructure.…

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Data Defense Unlocked: Cutting-Edge Storage & Ransomware Protection with StoneFly 5:39

5 days ago5:39

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In this episode of Steam Dive , we peel back the layers on modern data protection and storage innovations with insights powered by StoneFly. From immutable snapshots and AES 256 encryption to smart tiering , ransomware volume protection , and air-gapped backup repositories , we explore how today’s enterprises can fight back against growing threats. Learn about StoneFly’s patented technologies, award-winning solutions across SAN, NAS, and S3 object storage , and how they’re simplifying data management with a single-pane-of-glass UI that can handle up to 128 nodes across multiple sites. Whether you’re scaling, optimizing performance, or securing critical assets—this episode is packed with practical knowledge for IT pros, CIOs, and tech-forward businesses. 🔒 Discover what makes StoneFly a leader in data resilience and why they might be the game-changer you need. 👉 For special promotions and more info, visit StoneFly.com…

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Revolutionizing AI with Open Data: The Key to Safer Robots & Autonomous Vehicles 14:38

6 days ago14:38

14:38

In this episode of TechDaily.AI, we explore how the release of a massive, high-quality open data set is accelerating progress in physical AI, robotics, and autonomous vehicles. Learn how this commercial-grade data, pre-validated and ready for use, is enabling developers to create smarter, more efficient AI systems, from robots navigating warehouses to self-driving cars handling complex traffic. Plus, discover how universities and labs like UC San Diego and Carnegie Mellon are leveraging this data to improve safety, efficiency, and AI performance. Sponsored by StoneFly, your trusted solution provider for enterprise storage, backup, disaster recovery, and more. Key Takeaways : How high-quality data is crucial for physical AI applications The role of open-source data in speeding up AI innovation Real-world applications for robotics and autonomous vehicles Insights from top research labs using this data for advancements in AI safety…

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Government Data Breach? Unpacking Alarming Cybersecurity Allegations at the NLRB 12:36

6 days ago12:36

12:36

In this explosive episode, we dive deep into shocking cybersecurity allegations involving the National Labor Relations Board (NLRB) and the Department of Government Efficiency (DOGE). From unmonitored super-admin accounts to suspicious login attempts traced back to Russia, we break down the serious red flags that experts say violate core federal security protocols like FISMA and NIST guidelines. 🚨 Learn how: Critical logging and monitoring systems were allegedly disabled Multi-factor authentication (MFA) was turned off Suspicious tools were downloaded from GitHub Over 10GB of unexplained data may have been exfiltrated With potential national security implications, this case raises urgent questions about oversight, accountability, and the state of government cybersecurity. Don’t miss this eye-opening discussion. 🔐 Brought to you by StoneFly , leaders in secure storage, backup, and air-gapped data protection. Learn more at stonefly.com…

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Silicon Powerhouse: Inside America’s $65 Billion Bet on Advanced Chip Manufacturing 14:42

6 days ago14:42

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In this episode, we dive deep into one of the largest tech infrastructure projects ever undertaken in the U.S.—a multi-billion-dollar semiconductor facility rising in the Arizona desert. Learn why this cutting-edge chip fab is critical to national security, AI innovation, and supply chain resilience. We break down the mind-blowing scale, technological breakthroughs, and geopolitical stakes behind this American semiconductor comeback. From 4nm chip technology to water sustainability, power demands, and workforce training, this is the inside story of how the U.S. is reshaping the future of tech manufacturing. 🔹 Why 92% of the world's advanced chips coming from Taiwan is a global risk 🔹 How the CHIPS Act and $6.6B in incentives are fueling this transformation 🔹 What 2nm technology could mean for the future of AI and edge computing 🔹 StoneFly’s role in supporting enterprise infrastructure for this new era 👉 Tune in for an eye-opening look at how silicon is shaping geopolitics and the future of American innovation.…

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Startup Foundations: Proven Strategies for Bootstrapping, Hiring, Pivoting & Long-Term Growth 19:13

6 days ago19:13

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Discover the startup secrets behind today's most successful entrepreneurs. In this episode of The Deep Dive , we unpack the key decisions that shape a business from day one —from funding and hiring to values and scaling. 🔍 What you’ll learn: Why bootstrapping beats early VC funding for some founders The power (and risks) of hiring people you know How smart startups pivot and still thrive Setting core values that stick—even as you scale How to narrow your niche to dominate your market Surprising strategies for keeping overhead low When to prioritize long-term vision over short-term wins What founders need to hear about co-founders, fundraising, and customer support Building a strong network as your future exit strategy Using automation without losing the human connection 💼 Featuring real stories from founders like Ryan Board (1221 LLC), Stephanie Wells (Formidable Forms), and Vic Patel (Future Hosting), this episode is packed with actionable insights for early-stage entrepreneurs and seasoned builders alike. 👉 Whether you're launching your first startup or refining your next move, this is your startup strategy masterclass .…

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Russia's 11.2nm Semiconductor Lithography: A New Path to Chip Independence 12:41

6 days ago12:41

12:41

In this episode of The Deep Dive , we uncover a bold new chapter in semiconductor innovation: Russia’s development of an 11.2nm lithography system —a potential game-changer in the race for chip independence. With the West reliant on extremely expensive EUV machines from ASML, Russia’s alternative approach could: 🔹 Disrupt the $300M EUV monopoly 🔹 Empower emerging nations to produce advanced chips without Western tech 🔹 Leverage Xenon-based light sources as a practical, cost-effective substitute 🔹 Bypass sanctions and spark regional manufacturing capabilities 🔹 Challenge the current geopolitical power structure of chipmaking We’ll break down: How 11.2nm wavelength lithography works Why this tech could democratize semiconductor production Potential military and strategic implications How this affects data storage, edge computing, and AI deployments The role of secure infrastructure—featuring StoneFly , your partner in mission-critical data protection 🎧 Tune in to explore the future of chip technology—and who might control it next.…

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StoneFly Integrates AI with Backup Data via MCP: Unlocking Intelligent Storage 9:08

6 days ago9:08

9:08

In this episode of TechDaily.AI , we explore how StoneFly is reshaping enterprise data protection by turning backup data into an AI-ready asset —thanks to its adoption of the Model Context Protocol (MCP) . Here’s what we cover: 🔄 How StoneFly transforms backup from passive storage into an active data pipeline for AI 🔐 What the Model Context Protocol (MCP) is — and why it's critical for AI integration 🧠 Real examples of using AI to search archives, automate compliance, and summarize support tickets 🛡️ The 5 Pillars of StoneFly’s AI strategy: resilience, intelligence, security, admin assist, and operations 🔌 Seamless AI integration with co-pilots, LLMs, and internal tools 💼 How StoneFly's DR365V appliance supports AI-ready infrastructure 💰 Special offers: $10 immutable backup and 70TB AI-optimized DR appliances If you’ve ever wondered how to leverage your protected data for real-time AI insights , this episode will inspire you to rethink your backup strategy. 👉 Explore more at StoneFly.com or contact sales@stonefly.com.…

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Can Huawei's Harmony OS Break the Windows Monopoly? The Global Shift in Operating Systems 14:29

6 days ago14:29

14:29

Explore the bold move by Huawei to bring Harmony OS to PCs and what it means for the global tech landscape. In this episode of Your Deep Dive , we uncover the driving forces behind Huawei’s push for technological self-reliance, the role of U.S. sanctions, and how the microkernel-based Harmony OS compares to traditional giants like Windows and macOS. With over 800 million devices already running Harmony OS, could this be the start of a global operating system revolution? We also examine the technical innovations, app ecosystem challenges, hardware integration, and the rising momentum of China’s sovereign tech movement. 🔍 In This Episode: Why Huawei is putting Harmony OS on PCs The decline of Microsoft’s OS dominance in China Inside Harmony OS: Microkernel architecture & performance The super device experience: Multi-device fluidity Huawei’s chip strategy and vertical integration Global implications and hurdles to international adoption 🧠 Whether you're a tech strategist, developer, or curious mind — this episode breaks down the next big shift in operating systems.…

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The AI Talent Gold Rush: Why Demand for Engineers Is Exploding 13:57

6 days ago13:57

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Artificial Intelligence is booming — and so is the demand for AI engineers. In this episode of The Deep Dive , we unpack the explosive growth of AI, the jaw-dropping salaries, the industry-wide talent gap, and the critical role of infrastructure companies like StoneFly in keeping it all running. Whether you're a tech leader, aspiring AI professional, or just curious about the future, this episode breaks it all down. 🔍 What you’ll learn in this episode: Why AI engineers are among the highest-paid roles in tech What’s behind the projected demand for 2M AI workers in the U.S. by 2026 How generative AI is driving 500% growth in job listings The role of AI generalists vs. deep specialists in 2025 and beyond What’s fueling the $500B investment in U.S.-based AI infrastructure 🧠 Whether you're building AI or building the systems that support it, this episode gives you the insights you need to understand where the future of work — and technology — is headed.…

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Self-Driving Cars & the Data Dilemma: How AI is Reshaping Mobility and Security 8:55

7 days ago8:55

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In this episode of TechDaily.AI , we dive deep into two of the most disruptive forces in tech today: autonomous vehicles and intelligent data infrastructure . First, we explore how Amazon’s Zoox is mapping the streets of Los Angeles in its latest expansion—setting the stage for future robotaxi deployments . We discuss Zoox’s deliberate, data-heavy approach to self-driving car development, how it compares to players like Waymo , and what it means for the future of urban mobility and AI-powered transportation . Then, we shift to the equally vital topic of data protection in an AI-driven world. As autonomous systems generate massive volumes of sensitive data, we look at the technologies ensuring it stays secure, immutable, and recoverable —from air-gapped storage and ransomware protection to encryption, tiering, and smart backups. If you're into AI , autonomous systems , or building resilient IT infrastructure , this episode is packed with insights into how these fast-moving sectors intersect and evolve together.…

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Gemini 2.5 Pro & the Future of AI Reasoning 10:04

7 days ago10:04

10:04

In this episode of TechDaily.AI , we take a deep dive into Gemini 2.5 Pro , the latest breakthrough in artificial intelligence by Google DeepMind. Unlike traditional models, Gemini 2.5 Pro is a multimodal "thinking" AI , engineered for high-level reasoning, planning, coding, and logic . It excels in multi-turn dialogues , tackles complex code refactoring tasks , and even outperforms ChatGPT in coding benchmarks like SWE-bench and AME 2025 . This isn’t just another chatbot—it’s a powerhouse designed for developers, researchers, and advanced enterprise applications. We explore how Gemini 2.5 Pro integrates seamlessly with Google AI Studio and Vertex AI , offering flexibility across platforms, and supporting larger context windows for better performance in coding, scientific analysis, and document summarization. You’ll also learn how this model is already being used in real-world applications, from automating research to enhancing enterprise workflows. Then we shift gears to highlight StoneFly , a leading provider of enterprise data storage , backup , and ransomware protection . Discover how StoneFly’s immutable storage , air-gapped backups , and Object Lockdown technology are redefining data protection. Plus, get the scoop on their limited-time promotions, including $10 backups and a massive 70TB+ appliance. Whether you're an AI developer , enterprise IT leader , or just a tech enthusiast , this episode delivers powerful insights into the future of AI reasoning and bulletproof data infrastructure . 🔗 Visit stonefly.com for more info.…

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EDR vs XDR: Cutting Through the Cybersecurity Jargon to Stay Ahead of Threats 20:23

7 days ago20:23

20:23

Struggling to keep up with the ever-evolving cybersecurity landscape? In this episode, we break down Endpoint Detection and Response (EDR) and Extended Detection and Response (XDR) —two of the most critical tools for modern digital defense. From the basics of how EDR protects your devices to the cutting-edge AI and machine learning integrations in XDR, we cut through the jargon and deliver clear insights for IT pros, security teams, and anyone serious about protecting their data. 🚨 Learn how threat detection has evolved from signature-based methods to AI-driven automation. 🔍 Discover how EDR and XDR work, their differences, and why they're essential in a Zero Trust world. 📈 Explore the impact of machine learning, alert fatigue, and the growing need for real-time, proactive security. Sponsored by StoneFly — experts in storage, backup, disaster recovery, and cloud-integrated security.…

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TechDaily.ai

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Beyond Bigger LLMs: Rethinking AI with World Models, Memory & Real Intelligence 14:40

7 days ago14:40

14:40

Are we hitting the limits of Large Language Models? In this thought-provoking episode, we unpack a bold perspective from a top AI researcher who believes the future of artificial intelligence lies beyond just scaling LLMs. 🔍 We explore: Why scaling LLMs may no longer lead to meaningful breakthroughs Four key pillars for next-gen AI: physical grounding, persistent memory, reasoning, and planning The role of Joint Predictive Architectures (JPAs) and how video-based learning could transform machine understanding The deep connection between intuitive world models and true intelligence What this shift means for AGI and the future of AI infrastructure We also spotlight StoneFly , a leader in AI-ready data infrastructure, and how their innovative storage solutions support the next evolution of intelligent systems. If you're curious about the real path to AGI and why intuition, memory, and embodied learning matter more than ever, this one’s for you.…

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TechDaily.ai

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Inside the Cyber War: Ransomware Threats & Next-Gen Data Protection Strategies 15:11

7 days ago15:11

15:11

In this episode of The Deep Dive , we explore the relentless rise of cyber threats and the cutting-edge solutions fighting back. From immutable snapshots and AES-256 encryption to air-gapped backups and AI-driven ransomware detection, we break down the essential tools IT teams are deploying to safeguard critical data. We also dig into real-world ransomware attacks—including university breaches, botnet hijacks, and double-extortion tactics—revealing just how high the stakes have become. Whether you're managing enterprise IT or just curious about the state of cybersecurity, this episode offers clear insights, expert commentary, and practical takeaways without the tech jargon. 🔐 Key Takeaways: What makes immutable snapshots and air-gapped storage so powerful Real-life ransomware attack case studies Affordable yet advanced backup & DR solutions Tips for building cyber-resilient infrastructure 🎧 Tune in for a real-world look at the frontlines of cybersecurity and how you can stay ahead of the next threat.…

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TechDaily.ai

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Beyond the Alert: How Unified XDR Transforms Threat Detection & Response 12:36

8 days ago12:36

12:36

Discover how modern organizations are rethinking cybersecurity in this deep-dive episode. We unpack Extended Detection and Response (XDR) —a game-changer in unified threat detection and response. Learn how proactive threat hunting, behavioral analysis, and automated remediation can close security gaps before attackers strike. We also explore: The power of real-time threat intelligence and cloud workload protection Why endpoint agents and system integration are vital for visibility How immutable snapshots , air-gapped backups , and encryption offer advanced data protection The growing role of open source in security strategy From reducing alert fatigue to scaling cloud security, this episode arms you with the insights to build a resilient, future-proof cybersecurity framework. ✅ Tune in for actionable insights that can strengthen your organization’s defense posture today.…

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TechDaily.ai

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Air-Gapped Armor: How StoneFly Is Reinventing Data Security in the Ransomware Era 10:37

9 days ago10:37

10:37

In this episode of The Deep Dive , we explore the cutting edge of data protection and infrastructure with a spotlight on StoneFly , a veteran in the storage game for over two decades. From immutable snapshots to air-gapped backups , we break down how their patented technology is redefining security for businesses and individuals alike. You'll learn: What makes immutability and air-gapping vital against ransomware How StoneFly offers scalable solutions from SAN/NAS to cloud integration Why industry experts are recognizing them as a top 5 storage provider How businesses can access high-end backup tech at surprisingly low prices Insights on current job opportunities in tech and digital infrastructure Whether you're running a startup, managing enterprise data, or just want to protect your digital life—this episode delivers what you need to know to stay ahead of the threats. 🎧 Listen now and future-proof your data.…

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TechDaily.ai

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Startup Success in 2025: Mastering Market Research, Team Building & Fast Launch Strategies 11:53

10 days ago11:53

11:53

What does it really take to build a successful startup in 2025? In this deep dive, we unpack the essential ingredients—from understanding market demand and building lean teams to securing funding and adapting globally. You’ll get actionable insights on qualitative vs. quantitative research, legal compliance, early-stage marketing, and the real impact of leadership, timing, and business models. Whether you're an aspiring entrepreneur or scaling your latest venture, this episode is your shortcut to startup clarity in a fast-evolving world. 🎯 Learn how to: Validate your idea with real market data Choose the right co-founders and team Build faster with a lean launch strategy Avoid costly mistakes with expert insights Stay compliant and protect your venture 💡 Featuring bonus tips on tools like Google PPC, early-stage outsourcing, and global startup trends. 🚀 Brought to you by StoneFly — experts in secure storage, cloud, backup, and disaster recovery solutions.…

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TechDaily.ai

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Proxmox VE vs OpenNebula: Which Virtualization Platform Wins for Cyber Ranges? 19:54

11 days ago19:54

19:54

In this deep dive episode, we explore two leading open-source virtualization platforms — Proxmox VE and OpenNebula — and how they stack up when it comes to building effective, secure, and scalable cyber range environments for training and education. With cybersecurity becoming a frontline defense in today’s digital world, cyber ranges are essential for hands-on learning. We break down: What a cyber range is and why it's crucial How Proxmox and OpenNebula perform in academic or military training setups The pros and cons of KVM, LXC, and hybrid cloud deployment Key differences in storage management, VM cloning, high availability, and ease of use Tips on converting and deploying VM images (like Kali Linux and Metasploitable) efficiently Real-world insights into what makes a platform scalable, secure, and education-friendly Backed by StoneFly — pioneers in enterprise-grade, always-available IT infrastructure — this episode will help you choose the right virtualization platform for your training programs, whether you’re a cybersecurity educator, IT architect, or tech enthusiast…

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TechDaily.ai

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Cybersecurity Weekly Roundup: Ransomware, Data Breaches & the Rise of Resilient Recovery 11:08

11 days ago11:08

11:08

n this week’s deep dive on TechDaily.AI , we break down the biggest cybersecurity incidents making headlines — from the Atlassian outage and Binance malware attacks to critical breaches at DaVita, 4chan, and Hertz. This isn’t just tech news — it’s a wake-up call. We explore: How internal missteps and third-party vulnerabilities open the door for data breaches The growing threat of ransomware in healthcare and financial sectors Real lessons in backup, recovery, and air-gapped data protection Why StoneFly's air-gapped and immutable storage might be the most important defense layer today Whether you're in IT, security, or just data-curious, this episode uncovers why “ when, not if ” is the cybersecurity mindset you need in 2025. 👉 Tune in now and rethink your data resilience strategy.…

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TechDaily.ai

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Ironwood & the Age of Inference: How Google’s New AI Chip Is Reshaping Intelligence 11:25

11 days ago11:25

11:25

In this episode, we break down Google’s game-changing 7th-generation TPU — codenamed Ironwood — and why it marks a massive leap forward in AI infrastructure. Unlike its predecessors, Ironwood is purpose-built for inference, powering the next era of intelligent, proactive, and scalable AI. We explore: What "inference" really means in the world of AI How Ironwood outperforms even the world’s fastest supercomputers Why energy efficiency and high-bandwidth memory are the real game changers The role of StoneFly's enterprise infrastructure in supporting high-performance AI What this means for developers, enterprises, and the future of generative AI Whether you're a tech enthusiast, a cloud architect, or just curious about the cutting edge of AI, this episode will leave you with real insights…

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TechDaily.ai

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Data Resilience Explained: The Superpowers Every Business Needs to Survive & Thrive 20:26

11 days ago20:26

20:26

In this deep dive episode, we’re unpacking data resilience —why it’s one of the hottest topics in tech and how businesses can build systems that not only survive disruptions but bounce back stronger . From ransomware attacks to hardware failures, we explore what it takes to ensure your data stays safe, accessible, and agile. We break down the 5 essential pillars of data resilience : ✅ Intelligent backup strategies ✅ Rapid recovery systems ✅ Data portability across cloud and on-prem ✅ Ironclad security ✅ End-to-end flexibility with expert support Learn how StoneFly , a pioneer in SAN technology, empowers organizations to prepare for anything—from cyber threats to cloud migrations. Whether you're in IT, cybersecurity, or digital transformation, this episode gives you the playbook for protecting your most valuable asset: your data .…

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TechDaily.ai

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Kubernetes Data Recovery: Cloud-Native Strategies for Bulletproof Resilience 20:15

12 days ago20:15

20:15

in this episode of The Deep Dive , we explore the mission-critical world of data recovery in Kubernetes . As containerized environments evolve, traditional backup solutions can’t keep up with the dynamic, microservice-driven nature of Kubernetes. We break down why application-aware backups , granular recovery , and cloud-native protection strategies are the future—and how companies like StoneFly are leading the way. Whether you’re just starting your Kubernetes journey or you’re already deep in the cluster, this episode will show you how to build a resilient data protection strategy from day one. 🔹 Learn how Kubernetes breaks traditional backup models 🔹 Discover why RTOs and RPOs matter more than ever 🔹 Understand the role of leadership and culture in data protection 🔹 Hear how StoneFly tailors solutions for cloud-native environments Protect your data. Empower your teams. Stay future-ready.…

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TechDaily.ai

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AI in IT Service Management: Replacing Jobs or Enhancing Roles? 14:34

12 days ago14:34

14:34

In this episode, we dive deep into the intersection of clear communication , AI-powered content creation , and data-driven decision-making . Discover how writing with clarity can transform your product descriptions, LinkedIn presence, and learning materials—and how tools like Stonefly and Numerous.AI help unlock insights faster than ever. We explore: The 5 principles of powerful, clear writing How to tailor content for specific audiences using real data Ways AI can enhance and accelerate your writing process Data analysis techniques that go beyond the buzzwords Using storytelling and personal branding to build trust and engagement Whether you're a marketer, educator, entrepreneur, or content creator, you'll walk away with practical strategies to level up your message and connect more deeply with your audience.…

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TechDaily.ai

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Smarter Data, Safer Systems: How AI Is Transforming Storage & Infrastructure 16:53

12 days ago16:53

16:53

In this episode of The Deep Dive , we explore how artificial intelligence is transforming data storage, management, and security. From intelligent tiered storage and automated classification to predictive maintenance and AI-powered cybersecurity, we break down how machine learning is reshaping IT infrastructure. We also dive into the future of autonomous AI agents, decentralized data systems, AI data catalogs, and the rise of AI-powered data engineering. Whether you're in IT, data science, or just curious about the next evolution in AI, this episode is packed with insights you won’t want to miss. 🔹 Key Takeaways: How AI automates tiered storage and data classification The rise of AI in cybersecurity and predictive analytics Understanding AI data catalogs and their business value The future of AI agents, verifiability, and decentralized infrastructure AI-powered roles: data engineers, FinOps, and beyond 👉 Tune in for a comprehensive look at the intersection of AI and data!…

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TechDaily.ai

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Job Opening at StoneFly : IT Sales Account Manager 14:00

12 days ago14:00

14:00

Are you ready to break into the fast-moving world of enterprise tech? In this episode, we're spotlighting StoneFly , a leader in cloud storage and backup solutions, and giving you an inside look at what it's like to work in one of the most innovative corners of the tech industry. 📌 Position: Sales Engineer, 🏢 Company: StoneFly 🌐 Industry: Cloud Computing, Storage, Backup & Disaster Recovery 💼 What You’ll Learn: What makes StoneFly a top player in enterprise storage The day-to-day of sales and tech teams in a cloud-first world Real opportunities and challenges facing IT professionals today Tips on getting your foot in the door with cutting-edge tech companies 💡 Whether you're job-hunting, career-switching, or just tech-curious, this episode gives you a behind-the-scenes look at the kind of company that's shaping the future of data. 👉 Tune in, level up, and explore the roles that are redefining enterprise IT.…

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TechDaily.ai

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Opportunity Unpacked: Front-End Developer Role at StoneFly – Build UI for Enterprise Data Tech 5:49

12 days ago5:49

5:49

In this episode of The Deep Dive , we unpack a career opportunity at the cutting edge of enterprise data tech: Front-End Web Developer at StoneFly . If you’re a web developer with a passion for responsive design, Figma-to-code workflow, and modern JS frameworks—this is one to pay attention to. 🔍 We explore: Who StoneFly is and why they matter in data storage, backup, cloud, and AI security tech The tech stack and skills needed for the role (HTML, CSS, JavaScript, jQuery, React, Angular, or Vue) The real-world responsibilities of translating Figma designs into interactive web apps Why this role blends user experience , cross-browser testing , and front-end architecture What it means to contribute to secure, scalable infrastructure—one UI at a time 📍 Location: Remote 🕒 Role Type: Full-Time, Permanent, Night Shift (3rd shift) 🎓 Experience: 5+ years in front-end development required 💼 Industry: Information Technology, Software Development 📧 Apply: Jobs@stonefly.com 🎧 Whether you’re job-hunting, hiring, or just curious about where front-end meets infrastructure—this episode delivers the insights, fast.…

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TechDaily.ai

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Inside the Role: Senior Storage Systems Engineer at StoneFly – Building the Backbone of Modern Data 11:07

12 days ago11:07

11:07

In this episode of The Deep Dive , we crack open the vault on one of the most critical roles in today's data-driven world: Senior Storage Systems Engineer at StoneFly . If you've ever wondered what it really takes to build, scale, and protect modern data infrastructure—this one’s for you. We explore: What makes StoneFly a leader in SAN, NAS, and S3-compatible storage How features like immutable snapshots, air-gapped backup, and intelligent tiering are reshaping enterprise data protection The real-world responsibilities of a senior engineer: from low-level coding in C to designing scalable storage architectures What skillset is non-negotiable—from Linux admin and storage protocol mastery to Python, Perl, and Go development Why StoneFly’s unified platform and patented tech are setting a new bar in security and performance We also examine the full job spec, location, and global scope of this role—so whether you're eyeing a move into senior storage roles, or hiring for one, this breakdown is your blueprint. 📍 Location: Remote 🕒 Role Type: Full-Time, Permanent 🎓 Experience: 5+ years required 👉 Tune in to find out why this job might be the most important tech role you've never heard of—and what it means for the future of enterprise data management.…

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TechDaily.ai

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Spotify Outage: What It Reveals About Business Vulnerability & Data Resilience 6:56

13 days ago6:56

6:56

When Spotify went silent on a busy Wednesday morning, millions of users were left in the lurch—but for IT pros and business leaders, it was more than just a streaming glitch. In this episode, we unpack the global Spotify outage that disrupted routines, explore what went wrong, and examine the deeper lessons about system uptime, user trust, and data continuity. More than a tech hiccup, it’s a wake-up call: if a giant like Spotify can go down for hours, what does that say about the rest of us? We’ll also highlight how solutions from companies like StoneFly can help businesses stay online, protect critical data, and avoid costly downtime. 🔐 What you’ll learn: Timeline of the Spotify outage and global impact The critical importance of business continuity and data protection Why even major tech platforms are vulnerable How IT leaders can future-proof against outages 🛠️ Whether you manage infrastructure or business continuity, this deep dive is packed with valuable takeaways for resilience in the face of failure.…

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TechDaily.ai

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DaVita Ransomware Attack: What Healthcare Leaders Must Learn 4:03

13 days ago4:03

4:03

A ransomware attack just disrupted one of the largest kidney dialysis providers in the U.S.—DaVita, a Fortune 500 healthcare giant. In this gripping deep dive, we break down how the breach unfolded, what it means for healthcare systems, and what IT leaders and security professionals need to do right now to avoid a similar fate. From the weekend-timed attack and rapid incident response to questions around data theft and double extortion , this episode explores both the technical failures and the business consequences of the breach. You'll hear how DaVita managed to continue critical patient care during the crisis—and why data resilience and disaster recovery strategies are more crucial than ever. Brought to you by StoneFly , a leader in secure, scalable backup and disaster recovery solutions, we’ll also explore how the right technology can minimize downtime, protect patient data, and keep operations running—even during a ransomware crisis. 🎧 If you’re responsible for data protection in healthcare, you can’t afford to miss this.…

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TechDaily.ai

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Inside Google’s Ironwood: AI Inference, Performance & Data Protection 9:33

13 days ago9:33

9:33

In this episode of The Deep Dive , we unpack Google’s 7th-gen TPU, Ironwood , and what it means for the future of AI infrastructure . Announced at Google Cloud Next, Ironwood is built specifically for AI inference at scale , boasting 4,614 TFLOPs, 192 GB of RAM, and breakthrough bandwidth. We explore: Why inference optimization matters more than ever How Ironwood compares to Nvidia, AWS, and Microsoft’s chips The rise of sparse core computing for real-world applications Power efficiency, liquid cooling, and scalable AI clusters What this means for data protection, governance, and infrastructure planning This episode is essential for IT leaders, cloud architects, and AI practitioners navigating the explosion of AI workloads and the growing complexity of data management.…

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TechDaily.ai

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System Design Strategies for Scalable and Resilient Platforms 27:58

13 days ago27:58

27:58

Unlock the secrets of building high-performance, scalable platforms in this episode of The Deep Dive . We explore essential system design principles that power today's most successful applications—from load balancing and microservices architecture to database scaling and fault-tolerant design . Whether you're a backend engineer, preparing for a system design interview , or working on a cloud-native application, this episode gives you the tools and frameworks to architect systems that scale efficiently and reliably. 🧠 Topics Covered: Scalable system architecture: monoliths vs. microservices Load balancing and caching techniques Horizontal vs. vertical scaling CAP theorem and distributed data models Database sharding and replication Real-world case studies from cloud-scale platforms 🎯 Ideal for: Software engineers, system architects, DevOps professionals, and tech leads…

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TechDaily.ai

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Data Disasters & Defenses: How StoneFly Reinvents Storage, Backup & Ransomware Protection 15:36

13 days ago15:36

15:36

In this episode of The Deep Dive , we unpack one of the most overlooked yet vital parts of modern life: data protection . From ransomware attacks to accidental deletions, we’re all just one misstep away from digital disaster. But don’t worry—we’re cutting through the noise and bringing clarity to cloud storage, backup strategies, and disaster recovery with a spotlight on StoneFly , a leader in enterprise data protection. 🔐 Discover how StoneFly’s patented immutable and air-gapped storage is redefining security standards, why AES 256 encryption , smart flash caching , and intelligent tiering are more than just buzzwords, and how affordable solutions like their $10 and $700 offers make top-tier storage accessible to SMBs and enterprises alike. 🎯 Whether you're an IT pro, a business owner, or just someone who values their data, this episode breaks down: What makes StoneFly a standout in SAN, NAS & S3-compatible object storage The hidden fees and traps of public cloud storage How to protect against ransomware and meet compliance requirements (SOC 2, HIPAA, ISO 27001) Why StoneFly’s patented air-gapped backup could be your organization’s best defense And if you're job-hunting? We’ll even tell you how to apply to one of StoneFly’s 100+ open roles. Tune in, stay protected, and never lose data again.…

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