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Introduction to Kubernetes & EKS: Learnings & Pitfalls

Kubernetes (K8s) has become a critical tool for container orchestration, automating deployment, scaling, and management of containerized applications.
Originating from Google, Kubernetes combines 15+ years of experience in production container workloads and was open-sourced in 2014.
Key features of Kubernetes include automated rollouts, self-healing, service discovery, load balancing, namespaces, and various add-ons.
Deploying to Kubernetes involves using kubectl, Infrastructure as Code (IaC), and Helm for managing resources and applications.
While Kubernetes simplifies application management, it introduces complexities that require a deep understanding of its architecture.
Amazon EKS simplifies Kubernetes management by offering a managed service, letting organizations focus on applications rather than infrastructure.
EKS integrates seamlessly with AWS services for compute, monitoring, networking, security, storage, and autoscaling.
A real-world customer use-case involved automating the build, deployment, and scalability of a web application fed with IoT streaming data.
Challenges encountered include EKS Fargate limitations, CloudWatch observability setup, cost management, updates maintenance, and complexity.
AWS continues to enhance EKS with new features like IAM cluster access management and extended Kubernetes version support.
Kubernetes and EKS offer robust tools for managing containerized apps, with certifications like CKA, CKAD, and CKS recommended for those interested in the field.

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Digitaltrends

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Microsoft could make account-free Windows 11 installs a thing of the past

Microsoft is officially shutting the door on local accounts during Windows 11 setup.
All new installations of Windows 11 will require a Microsoft account.
Microsoft removed the last remaining workaround to bypass the account requirement.
The change will likely spark some pushback from longtime Windows users.

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Digitaltrends

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Lenovo is selling ThinkPad laptops for more than half off today

The Lenovo ThinkPad T14s Gen 5 laptop is on sale for 55% off, bringing its price down to $1,309 from $2,909.
The laptop offers durability, reliability, and performance for daily tasks with its Intel Core Ultra 5 135U processor, integrated Intel Graphics, and 16GB of RAM.
The Lenovo ThinkPad T14s Gen 5 features a 14-inch WUXGA screen, Windows 11 Pro, and a 512GB SSD for storage.
This offer provides a $1,600 discount and is recommended for those in need of a reliable laptop.

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Siliconangle

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How ExtremeCloud Edge improves cloud management with secure, scalable networking

ExtremeCloud Edge enables cloud-managed networking at the edge, providing a consistent experience across the cloud continuum.
ExtremeCloud Edge offers a single-pane-of-glass view for managing networks across multiple locations, driving operational efficiency.
Extreme Networks is incorporating artificial intelligence capabilities into ExtremeCloud Edge for staying ahead of industry trends.
Extreme Networks received the CUBBEd 'Most Innovative IoT or Edge Platform' award for its advancements in cloud management.

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Tech Radar

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Why Bill Gates is wrong about AI and 3 things he needs to realize

Bill Gates envisions a future driven by AI, where intelligence will be freely available and AI will replace most human roles within a decade.
However, there are limitations to current AI models, with issues like mistakes and lack of real understanding persisting.
Human factors such as emotional intelligence, body experience, and nuanced interactions are key elements AI struggles to replicate.
While AI can assist in tasks like logistics and data analysis, the complexity of human needs and behaviors remains a challenge for complete automation.
Even if AI could match or surpass human performance, many people value the human touch and connection in professions like medicine and education.
Gates' vision of AI as a universal assistant that enhances human capabilities is promising, but the idea of AI doing everything oversimplifies the technology and human nature.
The transformation brought by AI will be gradual, messy, and met with human resistance, as people appreciate and trust the unique qualities of human professionals.

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Dev

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Understanding SSH Keys and EC2: A Complete Guide 🔐

SSH key pairs consist of a public key and a private key, serving as a secure lock and key system.
There are two methods to obtain SSH keys for EC2 instances: the AWS console method and generating your own keys.
When using SSH keys with Terraform, you can add your public key to AWS and use it in EC2 instances.
Using SSH keys is more secure than passwords as the private key never travels over the network and each connection uses a new challenge.

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Pymnts

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This Week in AI: OpenAI, State Laws and Google Gemini

OpenAI is finalizing a record $40 billion funding round led by SoftBank, valuing the company at $300 billion.
SoftBank plans to invest $1 trillion in AI-powered robotic factories in the U.S. to address labor shortages.
Financial services firms are cautious about adopting agentic AI due to high costs and challenges in measuring ROI.
States like Virginia and Texas are adopting pro-growth AI regulations, deviating from EU-style risk mitigation approaches.
Google has unveiled Gemini 2.5, its most powerful generative AI model yet, outperforming competitors like OpenAI and Anthropic.

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Digitaltrends

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Don’t miss this $300 discount on the HP Omen 35L gaming PC with RTX 4060

The HP Omen 35L gaming PC with the Nvidia GeForce RTX 4060 graphics card is now available at a discounted price of $1,000 from Best Buy, with a $300 discount from its original price of $1,300.
The gaming PC is customizable, offering easy access to its internals for upgrades. It is equipped with an AMD Ryzen 5 8500G processor, 16GB of RAM, and a 1TB SSD.
The HP Omen 35L gaming PC allows you to play top PC games, although not necessarily at the highest settings for demanding titles. It comes with Windows 11 Home pre-loaded and grants access to the Omen Gaming Hub.
Stocks of the HP Omen 35L gaming PC are limited, so it is recommended to make the purchase soon to secure the $300 discount.

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Tech Radar

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Hang on handheld fans, we could be seeing AMD's FSR 4 upscaling on new handhelds after all - if this new RDNA 4 leak is legitimate

A leaked diagram suggests that future handheld gaming PCs and lightweight laptops using AMD's Medusa Point APUs may be powered by RDNA 4 architecture, enabling the use of FSR 4 upscaling.
This comes as a surprise as recent rumors suggested new APUs would stick with RDNA 3.5. However, there is still a possibility of FSR 4 being backported to RDNA 3 in the future.
FSR 4 is considered the closest alternative to Nvidia's DLSS 4, offering better visuals and performance on handheld gaming PCs.
The inclusion of FSR 4 on future AMD-powered systems could give Team Red an advantage against Intel's Panther Lake lineup.

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TechBullion

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The Next Age of Data Engineering: AI, Cloud Computing, and Scalable Architectures

Traditional data engineering frameworks are being pushed beyond their limits as enterprises generate massive volumes of data at unprecedented speeds.
Scalability, real-time processing, and automation are the core challenges in modern data systems.
Cloud-native architectures, streaming architectures, and AI-driven data ecosystems are key to addressing these challenges.
The future of data engineering lies in AI-powered self-healing systems, autonomous data governance, and real-time anomaly detection.

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Tech Radar

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I experienced Snap’s new multiplayer AR and I’m completely sold on an AR glasses filled future

The author had a transformative experience trying out the latest Snap Spectacles, a true AR glasses developer kit offering interactive AR apps with hand-tracking in a wireless design, providing a level of freedom not found in VR or MR.
The author's perspective on the potential of AR glasses shifted from being a skeptic to eagerly anticipating the AR revolution happening sooner than expected.
The multiplayer aspect of AR on Snap Spectacles stood out, offering a more immersive and interactive experience compared to traditional VR multiplayer setups, allowing for physical presence along with virtual interaction.
Experiencing AR multiplayer interactions like drawing in 3D, examining virtual skeletons together, and using AI-generated toy figurines showcased the potential for AR in educational and recreational settings.
Despite encountering some bugs and basic apps during the demo, the author glimpsed a future where AR technology could revolutionize experiences like virtual paintball, heads-up navigation, and enhanced AR gaming.
Testing the Snap Spectacles also highlighted the hardware challenges in creating AR glasses that are lightweight, stylish, powerful, and affordable, with Snap and other companies needing to overcome these hurdles for mainstream adoption.
While discussing with experts from Snap and Niantic, it was acknowledged that there are obstacles to address, but the potential benefits of AR glasses in shifting focus from smartphones to a more immersive digital experience are driving continued innovation in the field.
No specific release date was mentioned for consumer versions of the Snap Spectacles, but the author expressed eagerness to acquire a pair upon their availability, hinting at a broader interest in AR glasses among consumers.

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Medium

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The Future of 5G: How It Will Transform Global Connectivity in the Next Decade

The introduction of 5G promises to address the limitations of current networks built on 4G technology.
5G offers data transfer rates up to 100 times faster than 4G, enabling users to download HD movies in seconds and stream 4K videos without buffering.
Businesses can leverage 5G to streamline operations and digitally transform, improving supply chains and enabling smart factories.
The impact of 5G on global connectivity is expected to greatly influence cities and industries in the next decade.

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Tech Radar

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NYT Strands hints and answers for Saturday, March 29 (game #391)

Today's NYT Strands theme is Power plants.
Hint #2 - clue words: TINY, GEESE, HANGS, SPORTS, STAR, SNOT.
Spangram has 13 letters.
First side of spangram position: top, 3rd column. Last side: bottom, 4th column.

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Tech Radar

325

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Quordle hints and answers for Saturday, March 29 (game #1160)

Quordle hints and answers for Saturday, March 29 (game #1160) are provided.
Hints include information on vowels, repeated letters, uncommon letters like Q, Z, X, or J, and starting letters.
The answers for game #1160 are: LATER, ODDLY, CUMIN, AGREE.
The author shares personal insights on playing the game and reflects on today's word choices.
Additionally, the Daily Sequence answers are: MEANT, HOLLY, SMOKY, WINCH.
Past Quordle answers from recent days are also listed for reference.
Players are encouraged to share their performance in the comments section.

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Tech Radar

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New Windows 11 roadmap will tell you exactly when to expect Microsoft’s next annoying feature

Microsoft has launched a new Windows Roadmap portal to clarify incoming features for Windows 11 and their expected release dates.
The portal aims to address the lack of clarity around features in testing for Windows 11 and potential confusion among users.
The roadmap provides estimated release dates for features, but changes may occur based on feedback or cancellation of features.
While targeted at IT professionals managing large PC fleets, the roadmap can also be beneficial for general consumers to track upcoming features.
It helps users understand when features will be available and clears up confusion about the testing channels Microsoft uses.
Despite some minor points of confusion in the current roadmap, it is considered a useful tool for monitoring Windows 11 updates.
Users can track the progress of features, like the rollout of PC spec cards, with detailed information on start and availability dates.
Although there are some nuances to iron out, the Windows Roadmap is in its early stages and aims to simplify tracking Windows 11 developments.
The roadmap should help users stay informed about upcoming changes and features in Windows 11, enhancing transparency and understanding.
Overall, Microsoft's initiative with the Windows Roadmap portal is seen as a positive step towards providing clarity on future Windows 11 updates.

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