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Dev

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Azure Applied Skills: Creating and configuring network security groups

  • This article series focuses on creating and configuring network security groups in Azure.
  • The purpose is to secure network traffic in a virtual network and control access between frontend and backend workloads.
  • The exercise outlines the steps to create and configure network security groups using Azure virtual networking services.
  • By completing the exercise, you will successfully configure secure access and establish a strong security boundary within your virtual network.

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Siliconangle

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Infrastructure at scale: How Shopify and Google Cloud are shaping AI commerce

  • Shopify and Google Cloud are collaborating to build scalable, adaptive systems for AI-driven commerce, leveraging cloud-native infrastructure like container orchestration and serverless platforms.
  • The partnership focuses on optimizing infrastructure for unpredictable traffic spikes, real-time inference workloads, and rapid innovation to deliver seamless customer experiences.
  • Shopify's mission to reduce operational toil for entrepreneurs is supported by agile and resilient technical underpinnings, including Google Cloud's GKE platform.
  • The close partnership between Shopify and Google Cloud involves frequent feedback loops and stress testing, enhancing scalability for AI workloads in dynamic environments.
  • Communication and collaboration between teams have become vital, with real-time operating models and shared feedback driving innovation in AI infrastructure.
  • Experimentation and rapid iteration play a key role in staying ahead of market demands, with a focus on making infrastructure invisible so merchants can prioritize product and customer experience development.
  • The cultural aspect of innovation is highlighted, emphasizing the importance of embracing failure, iteration, and risk-taking for commercial success.
  • The collaboration between Shopify and Google Cloud extends to making Kubernetes simpler for AI applications, allowing for more experimentation and exploration without complexity.
  • Both companies aim to empower entrepreneurs by reducing infrastructure concerns and enabling them to thrive in their ecosystem through innovative AI-driven solutions.
  • The shift towards a culture of experimentation and continuous learning is seen as crucial for driving success in AI-driven commerce and reshaping operational processes.

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Advanced Strategies for Proactive MySQL Performance Optimization

  • Proactive MySQL performance optimization is crucial for maintaining steady performance under increasing data and traffic volumes.
  • Moving beyond traditional reactive fixes, proactive optimization involves advanced tuning techniques like continuous monitoring, automation, machine learning, indexing, and chaos engineering.
  • Proactive monitoring involves tools like Releem and Percona Monitoring and Management to track performance metrics and identify bottlenecks early.
  • Key performance indicators (KPIs) for MySQL health include QPS, query latency, CPU and RAM utilization, disk IOPS, and lock waits.
  • Automation in performance tuning eliminates the need for manual configuration adjustments by leveraging intelligent tools to optimize the database automatically.
  • Machine learning can optimize MySQL by analyzing historical data, predicting peak loads, and suggesting preemptive fixes, such as adding indexes before traffic spikes.
  • Advanced indexing techniques like covering indexes, partial indexes, composite indexes, and functional indexes can significantly enhance query performance.
  • Tools like Releem, MySQLTuner, Percona Toolkit, IndexAdvisor, and EverSQL offer automated analysis and recommendations for optimizing indexes.
  • Modern MySQL optimization involves a proactive, data-driven approach with continuous monitoring, automation, AI insights, and advanced indexing.
  • As tools become more advanced and autonomous, MySQL performance tuning is expected to become increasingly hands-off, with AI and automation playing key roles.
  • Implementing these advanced strategies can help build a database that adapts to evolving needs, ensuring consistent performance and user satisfaction.

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Siliconangle

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StormForge joins CloudBolt: Turning FinOps insights into action

  • CloudBolt Software Inc. has acquired StormForge Inc. in a move that highlights the shift from cloud cost awareness to intelligent, automated cost optimization tools.
  • Only 13% of organizations have a mature FinOps program, according to the FinOps Foundation, and companies are now seeking outcomes rather than just insights.
  • CloudBolt's differentiating factor is its ability to reduce the time between insight and action, offering automation to resolve cost anomalies in real time.
  • The integration of StormForge and CloudBolt aims to deliver deeper cost visibility, while also expanding beyond Kubernetes to bring ML-powered automation to other areas of the cloud.

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Medium

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Best Certificates/Projects for MLOps in 2025

  • AWS Certified Machine Learning — Specialty: AWS ML implementation
  • Microsoft Certified: Azure AI Engineer Associate: Azure ML/AI expertise
  • Certified Kubernetes Administrator (CKA): For orchestrating ML workloads
  • TensorFlow Developer Certificate: ML implementation fundamentals

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Log Management with `journalctl` and `/var/log` in Red Hat Linux

  • Logs are an important aspect of Linux system administration, providing insights into system health, security, and performance.
  • In Red Hat-based systems, two powerful logging mechanisms coexist: journalctl and classic plain-text logs in /var/log.
  • The journalctl command allows for viewing and filtering logs, managing journal size and retention, and analyzing logs by time or priority.
  • Classic logs in /var/log provide easy-to-work-with log files for specific purposes, such as system events, authentication logs, and web server logs.

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Openstack

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The Power of OpenStack: How Sicredi Transformed Its Infrastructure to Stay Competitive

  • Sicredi, a major Brazilian financial institution, turned to Canonical and OpenStack to enhance its IT infrastructure and remain competitive in the financial sector.
  • The company sought to optimize resource utilization, improve developer efficiency, and speed up product development.
  • Sicredi implemented the OpenInfra Blueprint combining Linux, OpenStack, and Kubernetes for open-source benefits.
  • The shift was driven by the limitations of Sicredi's traditional virtualization platform and the need for infrastructure automation.
  • By choosing OpenStack, Sicredi found a cost-effective solution that aligned with their technical requirements and desire for open-source tools.
  • Canonical OpenStack was selected for its enterprise-grade support, cost-effectiveness, and expertise.
  • Sicredi transformed its IT infrastructure with Charmed OpenStack, enabling automation, flexibility, and scalability.
  • Charmed OpenStack significantly reduced costs for Sicredi, making their environment up to three times more cost-effective than public cloud solutions.
  • The shift to infrastructure-as-code approach improved operational efficiency, scalability, agility, and automation capabilities for Sicredi.
  • By integrating Kubernetes with Charmed OpenStack, Sicredi improved cluster management and delivery of scalable applications.

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Too Many Redirects Error: What It Means and How to Fix It

  • Encountering the 'Too Many Redirects' error can be frustrating and common in web browsing, causing an infinite loop of URL redirections.
  • The error occurs when a web server continuously redirects the browser back and forth without reaching a definitive endpoint.
  • Various browsers display this error differently, but the underlying issue remains the same across platforms.
  • Common causes include incorrect redirect rules, plugin conflicts, SSL misconfigurations, corrupted cookies, and issues with third-party services.
  • Diagnosing redirect loop problems involves inspecting browser DevTools, reviewing server logs, testing across different clients, and using redirect analysis tools.
  • To resolve the error as a website visitor, clearing browser cookies and cache, using incognito mode, and disabling browser extensions are recommended.
  • Website owners can fix the error by checking and fixing redirect rules, resolving plugin conflicts, ensuring SSL configuration is correct, and reviewing CDN settings.
  • For advanced troubleshooting, tools like cURL, developer tools, server logs, and monitoring tools can help identify and resolve redirect issues effectively.
  • Pinggy offers tools for monitoring and troubleshooting redirect loops, assisting in maintaining a smooth web experience for users.
  • Prevent future redirect loops by documenting redirect strategies, limiting redirects, conducting regular audits, and testing redirects before deployment.
  • Understanding the causes of Too Many Redirects and utilizing appropriate solutions can help website owners and visitors overcome this error and ensure a better browsing experience.

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How Knowledge Sharing and Communication: Building a Collaborative Dev Culture

  • Effective knowledge sharing and communication are crucial for success in software development, impacting project outcomes significantly.
  • Teams prioritizing knowledge sharing deliver projects faster and experience higher client satisfaction.
  • Challenges like time wasted understanding code, information loss, and slower onboarding arise from poor knowledge sharing.
  • Key benefits of effective knowledge sharing include faster onboarding, higher code quality, improved innovation, and enhanced team resilience.
  • Practical strategies for building a collaborative culture include pair programming, creating a knowledge base, and fostering regular knowledge-sharing sessions.
  • Integrated communication tools play a vital role in supporting effective collaboration among developers.
  • Balancing synchronous and asynchronous communication is crucial for maintaining productivity and efficiency within development teams.
  • A step-by-step approach involves assessing the current state, choosing the right tools, starting small, and creating accountability for knowledge sharing.
  • Overcoming common challenges such as time constraints, codebase complexity, and low participation requires strategic implementation and user-friendly tools.
  • Measuring success through metrics like onboarding time, search time, repeated questions, bus factor, team satisfaction is essential for evaluating knowledge-sharing initiatives.
  • Building a sustainable knowledge-sharing culture requires continuous evaluation, refinement, and the right tools to foster collaboration and learning within development teams.

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Why My Kubernetes App Crashed – Debugging Guide for Beginners

  • Learn how to debug your first Kubernetes crash like a pro (even if you’re just starting out).
  • Step 1: Understand the Crash Types: CrashLoopBackOff, ImagePullBackOff, OOMKilled, Completed.
  • Step 2: Check Pod Status by using kubectl get pods command.
  • Step 3: Check Pod Logs using kubectl logs command.

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Kubernetes

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Kubernetes Multicontainer Pods: An Overview

  • Kubernetes has become the go-to platform for deploying cloud-native architectures.
  • The sidecar pattern in Kubernetes allows developers to extend application functionality.
  • Sidecar containers can be defined within a Pod manifest using spec.initContainers field.
  • The sidecar pattern is useful for implementing cross-cutting concerns and modern networking capabilities.

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Azure Applied Skills: Create and configure virtual networks

  • In this article series, we will be configuring secure access to workloads using Azure virtual networking.
  • The exercise covers the creation and configuration of virtual networks and subnets.
  • Tasks include creating a virtual network, creating a subnet, and configuring vnet peering.
  • The virtual networks app-vnet and hub-vnet are successfully created and peered in this exercise.

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Getting Started with Boto3: The AWS SDK for Python

  • Boto3 is the official AWS SDK for Python, allowing you to interact with AWS services programmatically.
  • It enables developers to create, configure, and manage AWS services, automate cloud workflows, and integrate AWS into Python apps.
  • The installation and setup process involves installing Boto3 and configuring AWS credentials.
  • Boto3 provides basic operations for listing S3 buckets, launching an EC2 instance, and invoking a Lambda function, among other common use cases.

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Mastering the mv Command in Linux

  • The mv command is a powerful tool in Linux that is used for moving and renaming files and directories.
  • It allows you to move files or directories from one location to another, and also rename them.
  • Practical examples include moving a file to another directory, renaming a file, and moving a directory.
  • Additional tips and best practices are provided to help avoid overwriting files by mistake and perform bulk operations.

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