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Improving frontend workflows with in-browser database tools

In-browser database sandboxes help frontend developers manage data directly in their web browsers, enabling dynamic user interfaces, offline applications, and quick testing without complex backend systems.
These tools, like RxDB, database.build, Neo4j Sandbox, and AskYourDatabase, utilize APIs like IndexedDB for storing, searching, and syncing data while offering AI features for simplifying database tasks.
Key features of in-browser database sandboxes include running lightweight tools in browsers, working offline, and using AI for natural language queries, automated data generation, and data visualization.
Benefits for frontend tasks include supporting dynamic UIs with real-time data updates, aiding quick prototyping with mock data, and enabling offline functionality for seamless user experiences.
In-browser database tools like RxDB offer features such as reactive architecture, strong offline capabilities, and smooth syncing with backend databases, beneficial for SPAs and PWAs.
database.build, an SQL-based tool, facilitates rapid prototyping, mock data creation, and simple queries with AI query suggestions and data generation, all in the browser without complex setups.
Neo4j Sandbox caters to graph-based data modeling needs, assisting in data visualization and managing complex relationships, while offering tools like Neo4j Bloom for query suggestions and data exploration.
AskYourDatabase simplifies data management with AI-powered natural language queries, making it easy for users to work with SQL and NoSQL databases directly in the browser or through a desktop application.
Various tools offer AI-driven features to improve frontend workflows by suggesting queries, creating datasets, and aiding data visualization, catering to developers with different levels of database knowledge.
Choosing the right in-browser database tool depends on project goals, leverage of AI features, preference for in-browser vs. cloud options, cost considerations, and accessibility, ensuring optimal frontend workflow enhancements.

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Dev

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Discover how ForkJoinPool powers Java's high-performance parallel processing

Optimized Excel upload feature for transport operation plan in logistics system to enhance performance for administrators.
Implemented parallel processing using parallelStream and Leveraged ForkJoinPool in Java for efficient task execution.
ForkJoinPool breaks down large tasks into smaller subtasks for parallel processing, utilizing the work-stealing algorithm to keep threads busy.
commonPool enables easy introduction of parallelism in applications but should be used carefully to prevent resource starvation.

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Analyticsindiamag

1.7k

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Are Developers Faking it on GitHub Using AI Coding Tools?

GitHub, traditionally a developer's portfolio, is now being built using AI-assisted tools like Cursor without actual coding knowledge.
Tools like Cursor enable users to auto-generate code, repositories, and commits, posing a challenge for employers and developers assessing skills.
AI coding tools like Cursor, Windsurf, and Lovable are transforming non-coders into pseudo-developers, raising questions about the true significance of GitHub contributions.
The increasing reliance on AI in coding raises ethical and professional dilemmas, impacting hiring processes and potentially blurring the line between genuine coding skills and AI-generated profiles.

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Dev

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Building a High-Performance Drag-and-Drop Library in JavaScript

Implementing a high-performance drag-and-drop (DnD) library in JavaScript enhances user experience across web applications like Trello and Google Drive.
Historically, developers used mouse events and libraries like jQuery UI for drag-and-drop before HTML5 introduced a standardized API.
HTML5's DnD API simplifies drag item behavior, but custom libraries like React DnD emerged for optimized functionalities.
Key components of a DnD library include robust event handling, state management utilizing RxJS or Redux, and accessibility considerations.
Advanced techniques involve touch support using Pointer Events API, virtualization for large lists, custom drag images, and collaboration with third-party libraries.
Performance considerations recommend debouncing events, using requestAnimationFrame, batch DOM manipulations, and monitoring with browser tools.
Real-world use cases like Trello, Google Drive, and e-commerce platforms demonstrate the importance of efficient drag-and-drop functionalities.
Common pitfalls include browser compatibility issues, memory leaks from improper event handling, and unintended drag effects requiring thorough debugging.
To create a successful DnD library, developers need to combine technical knowledge, cross-browser testing, and user experience considerations.
References to MDN Web Docs, Google Developers, React DnD, SortableJS, and CSS Tricks provide additional resources for building high-performance DnD libraries.
Creating a high-performance drag-and-drop library in JavaScript demands a deep understanding of technologies, rigorous testing, and a user-centric approach.

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Dev

393

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Get GitHub PR from commit hash

GitHub provides different strategies for merging PRs: Merge commit strategy includes PR number in commit message, while Rebase and merge or Squash and merge may alter commit messages.
Using GitHub API, PR details can be obtained from commit hash, irrespective of the merge strategy used.
The provided script utilizes GitHub CLI within GitHub Actions to extract the author of the PR associated with a specific commit hash.
The script uses a search query to identify the PR containing the commit hash in its history and retrieve the author information, allowing seamless retrieval of PR details.

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Logrocket

371

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Why switching to weekly research sprints was a game-changer

As the AI revolution progressed, there were debates within a product team about the effectiveness of continuous discovery and allocating resources to research projects.
To address their needs for quick learning and staying ahead, the team transitioned to weekly research sprints, finding them to be a significant improvement.
In the fast-paced AI-driven product landscape, the company struggled to keep up with the demands for learning and adapting to new segments.
While continuous interviews and research projects were helpful, they fell short of meeting the team's requirements for rapid insights.
The shift to weekly research sprints allowed the team to conduct multiple interviews each week, leading to accelerated learning and decision-making.
The structured process involved defining research questions, conducting interviews and surveys, synthesizing insights, and planning based on findings within a week.
Although the process posed recruitment and capacity challenges, partnering with external agencies and freelance researchers helped overcome these hurdles.
Despite the higher costs associated with weekly sprints, the efficiency and depth of insights gained justified the investment for the team.
The approach of rapid research and immediate action based on insights worked well for the team operating in a dynamic environment.
Recommendations include starting with continuous interviewing and gradually scaling up research efforts, but for fast-paced environments, weekly research sprints can offer significant benefits.

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Zerynth

362

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The Invisible Challenge of Traceability: digitizing production in the plastics industry

Manufacturing companies are using new technologies to tackle invisible challenges, such as traceability issues, in their production processes.
In the plastics sector, a company successfully addressed the need for digital consistency by implementing the Zerynth Platform to monitor production processes in real-time.
The implementation included solutions like the Work Order Management App, ensuring efficient production cycle synchronization and reliable data collection.
Results achieved through the Zerynth Platform implementation include a 25% improvement in work order traceability accuracy, 30% reduction in downtime response times, and 20% improvement in energy efficiency.

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Medium

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When You Use Indexing, How Indexing Affects Query Execution and MySQL’s Internal Processes?

Indexing is crucial for fast data retrieval in relational databases like MySQL.
MySQL heavily relies on indexing to optimize queries, but a lack of understanding can lead to performance issues.
This article explores MySQL's indexing mechanisms, including clustered and secondary indexes, B+ tree data structures, and query execution processes.
Indexes in MySQL, particularly B+ trees, allow for quick locating of rows based on conditions, improving query efficiency.

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Medium

358

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My Degree Was Real, But So Was the Damage …

The author shares their experience of facing challenges and setbacks during their college education, humorously referring to it as the 'desi drama package.'
The DAA professor is depicted as a source of pain and horror, with the syllabus completion delayed until after the semester ended.
The author faced academic struggles, including failing in Engineering Mathematics and not appearing for Chemistry exams, leading to additional subjects.
The author also found disappointment in interactions with seniors and professors, portraying them as less inspiring than expected.

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Medium

252

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Whats inside OpenAI’s Stargate megafactory? – Sam Altman

OpenAI's Stargate megafactory in Abilene, Texas is a $500 billion global bet on the future of AI, built in partnership with industry giants like SoftBank and Oracle.
Stargate houses over 400,000 GPUs spread across 1,200 acres, working day and night to train the next generation of AI models.
The scale and ambition of Stargate exemplify the rapid evolution of the tech industry, leaving a profound impact on individuals like Anurup Millan, a developer and entrepreneur.
Stargate offers a glimpse into a highly connected future where technology and humanity are intertwined, reflecting the fast-paced nature of AI advancement.

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Javacodegeeks

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Docker Compose Keep Container Running Example

Docker containers exit because they are designed to run a single primary process, which is specified either by the CMD or ENTRYPOINT in the Dockerfile, or by the command provided at runtime.
Reasons why a Docker container might exit include main process completion, failed health checks, process termination, empty or invalid command, and lack of a foreground process.
Running an infinite loop in a Docker container or using the tail -f command on a file such as /dev/null can keep a container alive by maintaining an active process.
Allocating a TTY or using the sleep infinity command are additional methods to ensure containers stay running in Docker Compose.
Verification of container status can be done using commands like docker ps, docker logs , and docker exec -it /bin/sh.
This article provides strategies to keep Docker containers running in scenarios where no long-running service is present, beneficial for debugging sessions or development environments.
Techniques discussed include simulating interactive sessions, executing indefinite sleep states, and using infinite loops to maintain container uptime.
Overall, understanding how Docker containers function and implementing appropriate strategies can ensure containers remain active when orchestrated with Docker Compose.

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Medium

362

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You Are Misusing Interfaces in Go - Architecture Smells: Wrong Abstractions

Using interfaces in Go is essential for following SOLID principles and abstracting implementation details from the caller/client side.
The use of interfaces becomes necessary when abstracting packages from one another and for testing the caller/client side independently of external dependencies.
It is emphasized that putting an interface in front of every struct definition may not be the best practice and should be done thoughtfully after considering the need for abstraction and testing requirements.
The best practice for using interfaces in Go involves asking critical questions about the necessity of abstraction, direction of dependencies, and testing needs before deciding where interfaces should be implemented.

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Python Blogs

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Top 5 Strategies To Outsmart Hackers

Creating strong passwords with a mix of numbers, letters, and symbols is crucial to fend off hackers' attacks.
Implementing Two-Factor Authentication (2FA) adds an extra layer of security by requiring both a password and a unique code.
Being cautious of phishing scams can prevent hackers from tricking individuals into revealing sensitive information.
Regularly updating all software, including operating systems and applications, is essential to patch vulnerabilities that hackers can exploit.
Using security tools like antivirus software, firewalls, VPNs, and ad blockers can provide additional protection against cyber threats.

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Medium

115

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The Power of Digital Minimalism: Why Less Screen Time Means More Life…

Digital minimalist phones are gaining popularity as people seek clarity and control in a hyperconnected world.
These pared-down devices focus on calling, texting, and basic productivity to offer a break from constant notifications and distractions.
Minimalist phones help users reclaim time and attention by providing stripped-down interfaces and limited features.
Studies suggest that excessive screen time can lead to anxiety, depression, and sleep issues, making digital detox a beneficial practice for improving mental well-being.

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Dev

314

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🚀 Top 6 PDF Viewers for React.js Developers in 2025

When working with React.js, displaying PDFs can range from simple to complex, depending on needs.
Selecting a PDF viewer depends on factors like project requirements, ease of integration, and customization options.
Open source options like PDF.js and react-pdf offer basic PDF rendering and easy integration for small to mid-sized applications.
Paid options like React PDF and React PDF Viewer provide more functionalities tailored for React projects, including customization and advanced features.
Hybrid options like PDF.js Express and Syncfusion React PDF Viewer offer a mix of free and paid features for scalable PDF capabilities.
Consider factors like React integration, feature strengths, and limitations when choosing a PDF viewer for your project.
Always review documentation and support to ensure the selected library aligns with your project's scope, future needs, and budget.
React PDF is recommended for its flexible, powerful features suitable for various React.js applications.
Different libraries cater to different needs, with open source options being budget-friendly and paid options offering more advanced features.
It's essential to assess each library's strengths, weaknesses, and compatibility with your project before making a decision.

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