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PlanetPython

102

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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

147

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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

281

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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

298

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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

356

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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

379

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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

397

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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

276

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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

370

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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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