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Medium

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10 Productivity Hacks Every DevOps Engineer Should Know

  • DevOps engineers often feel overwhelmed with work and little time. Raj shares 10 productivity hacks to take control of time.
  • Automate repetitive tasks by writing scripts, saving hours in the long run.
  • Use the Pomodoro Technique to work in focused bursts, increasing productivity and reducing errors.
  • Setting boundaries and saying no to non-urgent requests helps protect focus time.

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Infoq

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JavaOne 2025 Day 3: The Future of Java is You

  • Day Three of JavaOne 2025 focused on the importance of Java community and the future of Java technology.
  • Key takeaway emphasized the significance of community collaboration, innovation, and involvement.
  • The Java Community Keynote highlighted the central role of developers in shaping the Java ecosystem.
  • An interactive session included a live podcast with industry experts discussing Java's impact and future trends.
  • Discussions centered on improving Java's quality and stability through testing open-source projects.
  • The audience engaged in a Java Quiz mobile app, exploring Java's history and cross-platform capabilities.
  • The session showcased Java in Education initiatives, promoting learning resources for beginners and educators.
  • The future of Java was discussed with a focus on compatibility and event-driven workflows.
  • A hands-on lab demonstrated building AI-powered applications using Helidon and LangChain4J.
  • JavaOne 2025 provided a platform for developers to explore new technologies and community initiatives.

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Gizchina

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Google to Develop Android OS Privately Starting Next Week

  • Google has announced that all Android development will now happen within its internal branches.
  • This move aims to streamline the development process and prevent conflicts when merging different versions of Android.
  • Updates for Android users and tools for app developers will see minimal impact.
  • However, it will limit the public's ability to track and discover upcoming features and devices through the Android Open Source Project (AOSP).

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Medium

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A Guide to Using Puppeteer for Web Automation

  • Puppeteer simplifies tasks that require browser automation.
  • To install Puppeteer, use a specific command.
  • Puppeteer can extract data from web pages using page selectors.
  • Puppeteer is an essential tool for web automation, offering flexibility for scraping, testing, and automating browser tasks.

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Dev

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AI & The Future of Software Engineering: Advanced Prompting Techniques for 10x Efficiency

  • The article discusses AI prompting techniques that drastically improve software development efficiency, illustrating the evolution of AI collaboration in coding.
  • Effective AI prompting emphasizes clear context, defined constraints, progressive iteration, and error resolution strategies.
  • Key principles include contextual anchoring, rules-based frameworks, constraint definition, and progressive iteration for optimal AI output.
  • The 'PREP method' (Problem definition, Requirements, Example integration, Pattern suggestion) is proposed for effective AI interaction.
  • Advanced techniques like Schema-First Development, Test-Driven Prompting, Comparative Prompting, and Multi-Tool Orchestration are explored.
  • The importance of knowledge-based coding alongside AI utilization is highlighted for maintaining code quality and understanding.
  • Tools like Model Context Protocol (MCP) and Retrieval Augmented Generation (RAG) are identified as enhancing AI-assisted development.
  • The future of developer-AI collaboration lies in architectural thinking, effective communication, system orchestration, and judicious AI application.
  • Developers are encouraged to build shared knowledge bases for optimizing AI collaboration and productivity in software development.
  • The article promises future insights into leveraging AI for rebuilding legacy applications, a promising application of AI technologies.
  • The author, with extensive software engineering experience, navigates the new AI landscape in software development, exploring AI's impacts.

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Medium

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REACT PROJECT SETUP

  • vite is a build tool that aims to provide faster and learner development experience for modern web projects.
  • NPM, which stands for 'Node Package Manager', is a package manager and software registry primarily used with the node.js runtime environment.
  • To set up a React project, you can use the vite tool for basic setup. You can create a folder in your device and open it in the command prompt or create a folder directly in VS Code and open the terminal.
  • To create the project dependencies, you can use the command 'npm create vite@latest' in the terminal and follow the setup process.

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Medium

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25 Bash scripts that every beginner DevOps engineer can use to automate workflows

  • 25 Bash scripts that every beginner DevOps engineer can use to automate workflows.
  • Alerts if disk usage exceeds 80%.
  • Monitors CPU usage.
  • Shows memory usage.

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Towards Data Science

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How to Format Your TDS Draft: A Quick(ish) Guide

  • The article provides a guide on formatting drafts for publication on Towards Data Science (TDS).
  • It addresses common questions authors have regarding WordPress and the block editor.
  • Key topics include starting a new draft, essential article elements, and common blocks like Paragraph, Image, Quote, List, and more.
  • Authors are advised on creating engaging titles, subtitles, adding featured images, and using tags and categories.
  • Instructions on using different types of blocks such as Prismatic for code blocks and Shortcode for LaTeX notations are provided.
  • The guide also covers embedding media like GitHub Gists and media embeds, and how to seek help during the drafting process.
  • Authors are encouraged to proofread drafts, preview their articles, and finally submit them for review before publication on TDS.
  • The article emphasizes the importance of following the suggested formatting guidelines to ensure a smooth publication process.
  • Authors are guided on utilizing various blocks effectively to enhance the visual appeal and structure of their articles.
  • Overall, the guide aims to assist authors in creating well-formatted and visually appealing content for publication on TDS.

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Medium

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This Code Runs in Both Kotlin and Java

  • This article discusses how a program can run in both Kotlin and Java using code-smuggling techniques.
  • The author uses a unique trick involving Unicode escape sequences in Java to hide executable Java code inside what Kotlin thinks is a comment.
  • Kotlin allows nested block comments not permitted in Java, offering a potential way to hide Kotlin code in Java files.
  • The author explores using String literals and dollar-interpolation to conceal Kotlin code inside Java files.
  • By leveraging text blocks and valid Java statements, the article explains how Kotlin code can be hidden in Java programs.
  • These code-smuggling methods enable the creation of polyglot programs that combine Java and Kotlin seamlessly.
  • The author provides insights into how to hide and blend code from both languages effectively.
  • This technique can be extended to merge any pair of Java and Kotlin programs into a single file.
  • The article concludes by challenging readers to find the hidden tricks in the provided polyglot program.
  • Overall, the article showcases creative ways to achieve interoperability between Java and Kotlin within a single codebase.

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Medium

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“AI in 2024: Transforming Daily Life, Healthcare, and the Future of Work".

  • Tech giants are incorporating AI into their products to simplify tasks and enhance user experiences.
  • AI is driving advancements in the medical field, improving diagnostics and expediting drug discovery processes.
  • Concerns regarding the economic and environmental impacts of AI are being addressed with energy-efficient technologies and renewable energy sources.
  • The future of AI includes the development of advanced reasoning and collaborative agents, revolutionizing industries and shaping daily life.

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Popsci

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Billionaire utopian city launches new shipyard plan

  • Silicon Valley billionaires' utopian city project delayed until 2026.
  • California Forever considering transforming a portion of their land into a shipbuilding port.
  • Proposed port site near Collinsville, Solano County, in an area with shipbuilding history.
  • Preliminary discussions include tax incentives, federal funding, and job creation.

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TechBullion

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StateKaidz.com: Learning Platform To State Level Regulations

  • StateKaidz.com is a multifaceted platform that offers resources and services spanning education, state regulations, business insights, and online shopping.
  • It provides interactive learning modules for children in a safe and ad-free environment with built-in parental controls.
  • For individuals and businesses, it offers state-level regulatory guidance and business tools tailored to entrepreneurs and tech enthusiasts.
  • StateKaidz.com centralizes information, provides real-time updates, and maintains high standards of usability and reliability for its users.

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Pcgamer

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Anthropic has developed an AI 'brain scanner' to understand how LLMs work and it turns out the reason why chatbots are terrible at simple math and hallucinate is weirder than you thought

  • Anthropic has developed an AI 'brain scanner' to understand how LLMs work and the reasons behind chatbots' shortcomings in math and hallucinations.
  • Anthropic's new technique, called circuit tracing, tracks decision-making processes in LLMs step-by-step, similar to brain scanning techniques used in neuroscience.
  • The research revealed that LLMs, such as Anthropic's Claude 3.5 Haiku, use odd methods for basic mathematics but provide explanations based on common answers in training data, not on actual processes.
  • The study also discovered that LLMs, contrary to popular belief, do not merely predict the next word but choose rhyming words first and think in a shared conceptual space between languages.

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Medium

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Vibe Coding and the Evolution of Software Development

  • The evolution of software development has always leaned towards simplifying programming, leading to the current trend of vibe coding using artificial intelligence.
  • AI-generated code is a natural extension of the trend of simplification; it is neither better nor worse than human-written code but based on existing code patterns.
  • Frameworks and libraries like React, Laravel, and Spring automate and standardize code, simplifying development without reinventing the wheel.
  • Even with AI automating processes, developers still need to understand and supervise the code generated, emphasizing the importance of reading, interpreting, and optimizing code.
  • Technical superiority in development may not always align with market demands, as end users prioritize factors like general functionality, tool popularity, and ease of implementation.
  • Vibe coding reflects a shift where understanding market needs, development speed, and scalability are crucial, rather than just technical coding ability.
  • The future of software development lies in adapting to market changes by focusing on efficiency and cost optimization through tools like AI, enabling programmers to meet contemporary demands.
  • The essence of good development involves understanding and adapting code efficiently, whether it is AI-generated, copied, or reused from existing sources, rather than solely writing it from scratch.
  • Future developers will excel by evaluating, adapting, and enhancing AI-generated code or automated tools, emphasizing knowledge of software architecture, optimization, security, and best practices.
  • The era of vibe coding should be seen as an opportunity for developers to elevate their skills, focusing on strategic and high-value aspects within the evolving software landscape.

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Medium

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Angular Multi-Language Without Libraries: A Custom Pipe with Signals

  • This article discusses how to create a custom Pipe in Angular for multi-language support without using external libraries.
  • The approach involves storing translations in JSON files within the application and managing language switching using Angular Signals.
  • The custom TranslatePipe is created to retrieve the correct translation using a translation service.
  • This approach offers scalability, easy maintenance, and high performance without the need for libraries like ngx-translate.

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