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PlanetPython

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Mike Driscoll: Parsing XML Comments with Python

  • XML is a markup format used for data serialization or configuration.
  • Python's xml module provides a way to uncomment lines in an XML file.
  • A custom parser is needed to edit comments in XML with Python.
  • Using XMLParser with insert_comments set to True allows to work with XML comments effectively.

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Technically Dev

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Technically Monthly (Issue 3, June 2025)

  • Technically Monthly Issue 3, June 2025 covers various topics including Technically 2.0 posts, document databases for AI tools, and Browserbase's Open Operator viral demo.
  • The acquisition of Neon by Databricks, the significance of different types of databases for developers, and the exploration of MCP (Model Context Protocol) in AI are discussed.
  • The article delves into why developers choose specific databases, the importance of databases for AI agents, and various memory types needed for AI applications.
  • AI agents dealing with unpredictable data structures and the need for flexibility in database selection are highlighted, with a preference for NoSQL databases for AI agents.
  • The concept of the loss function in machine learning is introduced, explaining its role in training models to differentiate correct and incorrect answers.
  • Upcoming topics in the next issue of Technically Monthly include AI models' reasoning, cloud infrastructure market overview, and developer perspectives on code reviews.
  • Technically is evolving with reader support, offering a mix of technical insights and practical applications across various technology domains.

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Dev

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How to Generate an AI SBOM, and What Tools to Use

  • AI systems rely on various third-party components, making them vulnerable to security risks without proper tracking.
  • While SBOMs enhance transparency, security, and governance, their adoption in AI projects is limited.
  • Challenges in SBOM adoption for AI projects include complexity, lack of standardization, integration difficulties, and dynamic components.
  • Slow SBOM adoption exposes organizations to security vulnerabilities, compliance challenges, reduced accountability, and supply chain risks.
  • SBOMs in AI projects offer enhanced security, traceability, transparency, collaboration, maintenance, and auditability.
  • Tools for creating AI SBOMs include container-based SBOM tools, model-oriented SBOM frameworks, and registry-based SBOM management.
  • New tools extend SBOM capabilities to address the needs of AI projects, including tracking model lineage, dataset information, and provenance.
  • Effective integration of SBOMs into AI development workflows is essential for AI governance and compliance requirements.
  • Adoption of AI-specific SBOM tools can help safeguard models, ensure compliance, and maintain transparency in AI projects.
  • AI SBOMs play a crucial role in maintaining security, compliance, and transparency in modern AI projects.
  • Tools like KitOps and Jozu Hub offer solutions for generating and managing AI SBOMs to protect models against security threats and ensure project integrity.

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Logrocket

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Six habits that changed my PM-engineering partnerships

  • Product work benefits from integrated, messy, co-created partnerships grounded in shared ownership, open dialogue, and trust.
  • Co-writing PRDs with engineers fosters shared vision, creativity, and builds emotional investment in the product.
  • Putting engineers on user calls enhances empathy, leads to user-centric design, and improves product outcomes.
  • Alignment sessions promote ownership among engineers, driving deeper engagement and collaboration.
  • Embracing conflict constructively and addressing constraints openly leads to better decision-making and collaboration.
  • Publicly celebrating engineers' contributions fosters a positive culture, recognition, and ownership.
  • Encouraging engineers to share their ideas and involving them in product vision enhances creativity and ownership.
  • Abandoning the traditional PM-to-engineer handoff model in favor of shared understanding and collaboration is crucial for success.
  • True alignment in product development is based on trust, shared purpose, and genuine collaboration, not just following processes.
  • Building software requires partnership, honesty, and a shift towards shared ownership to achieve shared success.

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Insider

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A top IT consulting firm rips up its traditional billing playbook for the AI era

  • Globant, a top IT consulting firm, has introduced a new pricing model for AI-powered consulting services in response to the high costs associated with Generative AI.
  • The company has shifted from traditional billing methods to a subscription-based model called AI Pods, which includes token-based capacity for AI-powered services like software engineering, design, and testing.
  • This move represents a departure from the conventional effort-based billing approach and aims to align pricing more closely with the usage of AI models.
  • Globant's innovative approach reflects a growing trend in the industry towards new pricing models driven by advancements in AI technology and automation.

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Dev

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Tidbit 01: How Does Event Loop Handle Promises?

  • Promises in JavaScript act as placeholders for values that will be resolved or rejected at a later time.
  • The Event Loop in JavaScript manages the execution order of code by coordinating between the Call Stack, Web APIs, Callback Queue, and Microtask Queue.
  • Promises' .then() method is placed in the Microtask Queue, giving them priority for execution over tasks like setTimeout.
  • Understanding how the Event Loop handles promises helps in grasping why certain code might execute in a particular order.

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CSS-Tricks

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The State of CSS 2025 Survey is out!

  • The State of CSS 2025 Survey was recently released, reflecting new CSS features like calc-size(), shape(), Scroll-driven animations, and more.
  • The survey includes questions on various advanced CSS concepts such as container scroll-state queries, CSS Carousels, text-box-edge, and text-box-trim.
  • Key questions at the end of each section focus on users' top CSS pain points, providing insights for user agents and the CSS Working Group.
  • It is encouraged to participate in these pain point questions, even if you have mild annoyances, to ensure a comprehensive view is captured in the survey data.

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Infoq

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Article: Bringing GPU-Level Performance to Enterprise Java: A Practical Guide to CUDA Integration

  • Integrating CUDA with Java can bring significant performance gains ranging from ten to one hundred times for certain workloads, despite Java not being designed for CUDA.
  • JNI acts as a bridge between Java and native CUDA code, allowing for offloading compute-intensive tasks like encryption, analytics, and inference to GPUs.
  • Choosing between concurrency, multithreading, and true parallelism is crucial, with CUDA enabling scaling beyond Java's thread-based limits.
  • Deployment of GPU acceleration in enterprise systems is now feasible using containerized workflows and memory-safe JNI patterns.
  • GPU computing extends beyond AI, benefiting backend tasks like secure data processing through parallel execution at scale.
  • Java's managed runtime faces challenges in meeting low-latency and high-throughput demands for HPC or data-intensive operations, making GPU acceleration with technologies like CUDA attractive.
  • CUDA, primarily used with C/C++, allows developers to tap into GPUs for improved speedup times in computationally intensive tasks.
  • Different execution models like multithreading, concurrency, parallelism, and multiprocessing in Java necessitate a clear understanding for effective integration with CUDA.
  • CUDA provides a significant advantage in fine-grained, data-level parallelism that is challenging to achieve with standard Java multithreading.
  • Tools like JCuda, JNI, and JNA offer options to integrate GPU acceleration into Java, each with its trade-offs in terms of performance and complexity.

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Javacodegeeks

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[DEALS] FileJump 2TB Cloud Storage: Lifetime Subscription (85% off) & Other Deals Up To 98% Off – Offers End Soon!

  • [DEALS] FileJump 2TB Cloud Storage: Lifetime Subscription is available at an 85% discount, along with other deals offering up to 98% off. Offers are ending soon.
  • Additional deals include FolderFort 3TB Cloud Storage Pro Plan, ESET NOD32 Antivirus 2025 Edition, Firewall Admin Bundle, Cyber Security SOC Analyst Bundle, CompTIA, AWS, and Microsoft Courses at discounted rates.
  • Tech offers also feature Apple MacBook Air 13.3" (2017) with a considerable 79% discount, Babbel Language Learning Lifetime Subscription, and the Ultimate GenAI Masterclass Bundle.
  • Subscribers can access free bestselling eBooks for Java development and skill enhancement. Subscribe to the newsletter for updates on tech deals and skill development.

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Medium

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✨ Binary Tree : 6 Must-Know Views Every Software Engineer Should Understand Deeply

  • Binary Tree: 6 Must-Know Views Every Software Engineer Should Understand Deeply
  • Blog explains how binary tree problems can provide different viewpoints to solve issues.
  • Problems discussed include boundary traversal, vertical order, top view, bottom view, and symmetric check.
  • Mastering these views can enhance problem-solving skills and improve interview performance.

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Dev

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10 Common React Mistakes New Developers Make (and How to Fix Them)

  • Not using URL query parameters can lead to issues like page refresh resetting filters and inability to share filtered views.
  • Avoiding the
    element can cause the Enter key to not work and skip browser validations.
  • Having too many independent useState calls can make it challenging to manage and update as the form grows.
  • Not using derived state can result in duplicated state leading to stale or incorrect values.
  • Misusing useMemo by running it unnecessarily on every render can be inefficient.
  • Neglecting loading, error, or empty states can result in poor user feedback and SEO issues.
  • Ignoring accessibility best practices like using
  • Input without debounce can trigger costly updates on every keystroke; use debounce hooks or useDeferredValue for smoother UI transitions.
  • Multi-step forms that reset on navigation can frustrate users; store state at the parent level and pass props into each step for better user experience.
  • Not including skeletons or placeholders can lead to blank screens and confusing user experiences; use Skeleton components to provide feedback and improve perceived performance.

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Javacodegeeks

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Exploring Caching Strategies In Software Development

  • Caching is crucial in high-performance systems to boost application speed, reduce latency, and enhance fault tolerance.
  • Understanding caching strategies is essential for optimizing data access and improving application performance.
  • Common caching strategies include Cache Aside, Read-Through, Write-Around, Write-Through, and Write-Back.
  • Cache Aside involves checking the cache first for frequently read data and fetching from the database on a cache miss.
  • Read-Through simplifies cache management by fetching data from the database on cache misses.
  • Write-Around writes data directly to the database for write-heavy systems with rare reads.
  • Write-Through synchronously writes data to both cache and the database for immediate consistency.
  • Write-Back asynchronously writes data only to the cache, offering performance benefits for write-intensive workloads.
  • Each caching strategy has pros and cons related to read/write latency, data consistency, and suitability for different use cases.
  • Choosing the right caching strategy or a hybrid approach can lead to faster, scalable, resilient, and cost-effective systems.

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Hackernoon

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Meet the Dev Tool That Kills Stack Overflow Tabs for Good

  • Context7 MCP is a documentation co-pilot integrated into the code editor to provide instant access to reliable documentation snippets and code examples.
  • It saves time by eliminating the need to search through multiple tabs or pages for relevant information, allowing developers to focus on writing code.
  • Context7 ensures accuracy by sourcing information directly from official documentation, reducing the risk of using outdated or incorrect examples.
  • The tool helps developers stay in the coding flow by displaying documentation within the editor, minimizing the need for context switching.
  • It also serves as an internal knowledge base for team projects, allowing developers to access and contribute to internal documentation effortlessly.
  • Context7 accelerates the learning curve by providing relevant examples and descriptions when working with new frameworks or languages.
  • Overall, Context7 enhances coding productivity, accuracy, and confidence, making it a valuable asset for developers looking to streamline their workflow.
  • Developers can significantly benefit from using Context7 to improve efficiency, reduce errors, and enhance their coding experience.
  • By leveraging Context7, developers can reclaim hours wasted on searching for documentation, leading to a more enjoyable and stress-free coding environment.
  • Context7 acts as a personal coding companion, offering quick and accurate assistance whenever developers need guidance or information during coding sessions.
  • For those struggling with documentation search challenges, exploring Context7 can be a transformative step towards optimizing coding processes and achieving better results.

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Hackernoon

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It's 2025—Ditch the Bloat and Install These 20 Essential VS Code Extensions

  • In 2025, developers are recommended to ditch unnecessary VS Code extensions and focus on essential ones for productivity.
  • Top 20 VS Code extensions include GitHub Copilot for AI-driven code suggestions, Tabnine for intelligent code completions, and GoCodeo for full-stack development assistance.
  • ESLint and Prettier help maintain coding standards and formatting consistency, while SonarLint aids in bug detection and security issue fixing.
  • Extensions like Code Spell Checker and GitLens enhance code quality and version control capabilities.
  • Live Share enables real-time collaboration, Python and Pylance offer robust support for Python development, and Tailwind CSS IntelliSense streamlines working with Tailwind CSS.
  • Additional extensions like Live Server, Auto Rename Tag, and Path Intellisense improve efficiency in web development tasks.
  • REST Client and Thunder Client facilitate API testing directly within VS Code, and Docker extension aids in managing containers effectively.
  • Peacock and Material Icon Theme enhance workspace organization and aesthetics, offering visual cues for better context switching and file navigation.
  • By optimizing their extension choices, developers can create a more efficient and enjoyable coding environment tailored to their specific needs.

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Dev

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Showcase Your GitHub Repository’s Users in the README [< 5 Mins]

  • A new tool, dependents.info, has been created to showcase a GitHub repository's network dependents directly in the README file.
  • The tool is a GitHub Action written in TypeScript with a Go-based API that generates an SVG image displaying which repositories depend on your project.
  • Features include working for any public GitHub repository, being secured by GitHub's OIDC, displaying top 10 dependent repos, and offering live SVG badges that can be embedded in any README.
  • To set it up, users need to add a simple workflow file to their repository, customize configurations if needed, and embed the image link in the README to automatically display the network dependents image.

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