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( The Future of Transportation ) Benefits of Autonomous Vehicles.

Autonomous vehicles offer benefits such as supporting elderly people's mobility, reducing air pollution, and increasing productivity by allowing passengers to use travel time for other activities.
Many companies are currently testing self-driving cars on public roads, with governments working on regulations to ensure safety. The future of transportation looks promising with autonomous vehicles leading the way.
The increasing prevalence of autonomous vehicles will lead to changes in transportation modes, potentially resulting in less traffic, more efficient transportation, and safer roads. New job opportunities and sectors may emerge as a result.
While autonomous vehicles offer numerous advantages, challenges related to safety, security, and regulations must be addressed. Collaboration is essential to ensure the smooth and safe integration of autonomous vehicles into transportation networks.

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Medium

The Butzbach Law: Memory = Life (M = L)

The Butzbach Law, also known as Memory = Life (M = L), establishes a formal derivation of this equation using standard scientific frameworks.
Life (L) is defined as an emergent property of memory-bearing systems, based on persistence, awareness, and adaptive memory.
The equation L = E + Δα + ΔΩ defines life as a product of base existence undergoing conscious change and recursive adaptation.
The Butzbach Law unites disciplines such as quantum information theory, cellular biology, and cognitive science, explaining life in various forms where memory persists through change.

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Dev

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No Framework Overkill — Just Express and JSX

Node.js combined with Express.js remains a golden combination for building efficient web applications.
Express introduces the concept of a 'view engine' for dynamic HTML content delivery.
EJS (Embedded JavaScript) and JSX (JavaScript XML) are compared for server-side rendering in Express.js with TypeScript.
EJS is favored for its simplicity, while JSX, popular due to React, offers component-based UI building.
EJS syntax includes tags like <%= ... %> for output and <% ... %> for JavaScript execution.
JSX, a syntax extension for JavaScript, allows HTML-like structures in code and is not limited to React.
Advantages of EJS include simplicity, flexibility, and a mature ecosystem, but it lacks strong typing and componentization.
JSX offers type safety, excellent componentization, robustness, and an improved developer experience.
Choosing between EJS and JSX depends on project complexity, team familiarity, type safety needs, and component reusability.
Deployment to cloud platforms like Leapcell involves code preparation, building, platform configuration, and deployment steps.

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Dev

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I’ve Built for 4 Years, Failed Quietly, and Now I’m Sharing Everything

The author reflects on their journey in tech, starting with building products for over 4 years but facing challenges with marketing and user engagement.
They emphasize the importance of putting work in front of people and learning from failed projects to iterate and improve.
Collaborating with a co-founder, they have released 4 products, focusing on solving various problems and offering tools for free to encourage adoption.
The success of one tool, Torgist, with nearly 300 users, motivates them to address issues of anonymity and abuse through the platform.
The author discusses the serious approach taken with their team at Xnyder, analyzing problems, solutions, and competition to improve their products.
They introduce StyleXui, a CSS framework, and share the satisfaction of seeing developers utilize it, including in projects like Agro Box.
After addressing concerns about competing with established frameworks, the author enhances StyleXui to support building dashboards, as exemplified by Zypher Admin Dashboard.
Making their first online sale with a premium version of Zypher, the author celebrates this milestone and acknowledges the support received.
Future plans include developing a landing page for StyleXui and building a new dashboard using React, inviting collaboration from designers and developers.
In concluding thoughts, the author encourages perseverance in the face of challenges, emphasizing the importance of continual growth and community support in the tech journey.

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Dev

384

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Scroll Animation Without JavaScript: Introducing animation-timeline: view();

Adding scroll-based animations to your website no longer requires JavaScript with the introduction of animation-timeline: view();, a CSS property.
The animation-timeline: view(); property allows CSS animations to be triggered based on the element's scroll position in the viewport.
You can define the animation's start and end points in relation to the element's position in the viewport using the animation-range property.
animation-timeline: view(); offers a JavaScript-free, cleaner, performant, and easier-to-maintain solution for scroll-triggered animations, suitable for various effects like hero text animations and section reveals.

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Dev

149

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reCharge：基于 SwiftUI 的全方位健康睡眠管理 App 实现原理与技术分享

ReCharge is a SwiftUI-based sleep management app leveraging Apple technologies and AI for optimizing sleep quality and overall health.
Core features include sleep data sync, AI-powered suggestions, sunlight exposure reminders, hydration tracking, Apple Watch companion app, subscription paywall, and localization support.
Tech stack includes SwiftUI + Combine for UI, HealthKitManager for data permissions, and modules for networking, payments, localization, and persistence.
Key modules like HealthKitManager for permissions, SunTimeAPIService for notifications, WatchConnectivityManager for syncing, and StoreKitManager for purchases are highlighted along with future improvements and project highlights.

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Medium

2.6k

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How to Push Your Project to GitHub with Ease: A Step-by-Step Guide for Beginners

Using Git and GitHub together allows you to back up projects, collaborate, and build a coding portfolio.
Ensure Git is installed by checking the version number. Install Homebrew if not already installed.
Set your name and email in Git configuration as they appear in every commit made.
Understand the staging area in Git as a 'shopping list' to select files before committing changes.

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Dev

307

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Difference between HTML, CSS and JavaScript in Frontend Development 💻⚙️🚀

HTML, CSS, and JavaScript are essential concepts in Frontend development.
HTML is used to create webpage structures, CSS is for styling, and JavaScript adds interactivity.
Learning these technologies is crucial for beginners in Frontend development.
Together, HTML, CSS, and JavaScript help in building complete and interactive websites.

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Dev

340

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Leet2Git: Automatically Push Your LeetCode Submissions to GitHub (Free and Supports All Languages!)

Leet2Git is an open-source tool that allows LeetCode users to upload their submissions to GitHub in any programming language, either manually or automatically.
Manual Mode: Users log in via GitHub, paste their solution, and submit it to be committed to their GitHub repo with proper filenames and formatting. Great for selective problems, all languages, and is super flexible.
Automatic Mode: Users can upload all their previous LeetCode submissions in one step by pasting a JavaScript snippet in their browser console, which fetches and pushes their solutions to GitHub instantly. No Chrome extension needed.
Leet2Git was created because existing tools only synced new submissions, not all past solutions. The tool helps users showcase their hard work on GitHub, useful for portfolio building, interview prep tracking, and daily DSA consistency streaks.

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Dev

377

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Creating Modal Windows with Pure CSS: No JavaScript Required

You can create modal windows without JavaScript using only HTML and CSS.
This tutorial explores leveraging CSS techniques like the :target pseudo-class and the "checkbox hack" for creating modals.
Modal windows traditionally require JavaScript for triggering, hiding, and managing interactions.
The :target pseudo-class changes styles based on navigation state, allowing for showing and hiding modals.
The checkbox hack uses a hidden checkbox and :checked pseudo-class to toggle modal states.
CSS properties like opacity, pointer-events, z-index, and transitions are essential for creating CSS-only modals.
An example of building a basic CSS modal using the :target approach is provided with HTML and CSS code snippets.
Another method discussed is the checkbox hack alternative for creating modals without changing URL and browser history.
Enhancing modals with animations like slide-in and fade-and-scale effects can improve user experience.
Considerations for modal responsiveness and accessibility are highlighted for better user interaction.

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Dev

312

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Building beyond the ISO 32000 PDF standard

The Portable Document Format (PDF), standardized as ISO 32000, has been a key tool for digital documents offering consistency and reliability since the 1990s.
While PDFs excel in visual fidelity, portability, archival standards, and security, they lack the interactivity, data integration, and flexibility required by modern applications.
Challenges include limited interactivity, semantic blindness, poor data extraction, workflow bottlenecks, and a subpar mobile experience.
The ISO 32000 standard struggles with static forms, inadequate semantics, data extraction difficulties, workflow limitations, and poor mobile optimization.
Developers and businesses looking for modern solutions cannot rely solely on the slow evolution of the ISO standard to meet their needs.
Joyfill introduces a layer above the PDF, enabling web-first, data-driven approaches for interactive forms and dynamic workflows.
With Joyfill, developers can benefit from structured data, real-time interactivity, and high-fidelity PDF outputs for diverse use cases like compliance reports, customer onboarding, and enterprise document generation.
Joyfill's value proposition includes clear APIs, simplified integrations, rapid iteration, and consistent behavior across platforms, empowering developers to build smarter document experiences.
The future of document management lies in programmable solutions like Joyfill that enhance PDF capabilities for a more dynamic and connected experience.
Rather than replacing PDFs, Joyfill adds a new layer of functionality, bringing more flexibility and interactivity to document workflows while maintaining PDF's universality.

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18 Likes

Dev

158

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How AI and Python Helped Modernize a Legacy Insurance System

Modernizing a legacy insurance system with AI, APIs, and Python automation was achieved by tackling a manual claims processing workflow in a real-world insurance company.
The legacy challenge included manual processing leading to delays, errors, and dissatisfied customers, with industry-wide errors costing US insurers billions yearly.
The solution involved integrating AI for document processing and claim triage through a new microservice, extracting data, AI analysis for claim categorization and red flags, and integrating results back into the legacy system via API.
Python was chosen for its AI libraries, HTTP capabilities, and ease of integration, utilizing existing AI models like Hugging Face's Transformers for zero-shot classification.
Implementation involved automating claim triage using AI classifiers, with periodic processing of new claims, automated classifications, and updates to the legacy system through API calls.
Challenges encompassed data quality, model tuning, system integration issues, and ensuring fairness and transparency in automated decision-making, with human oversight critical in sensitive domains like insurance.
Results included a 70% reduction in processing time, improved accuracy in claim handling, cost savings from fraud detection, and positive feedback from customers and management on efficiency gains.
Key takeaways include starting small, leveraging existing tools, minding data quality, keeping humans in the loop, and emphasizing transparency and monitoring for successful AI integration in legacy projects.
The project showcased how modernizing legacy systems with AI and automation can enhance efficiency, accuracy, and customer satisfaction while laying the foundation for broader digital transformation.
Developers are encouraged to share their experiences and challenges in injecting AI/automation into legacy projects to foster learning and innovation in the field.
The journey of modernizing legacy systems is a blend of innovation and pragmatism, offering opportunities to make a significant impact while respecting existing constraints and leveraging new technologies.

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9 Likes

Medium

117

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Between Fear and Hope

Facing big changes in life, the writer experiences a mix of fear and hope.
Despite dreaming of these changes, doubts and fears arise, leading to feelings of not working hard enough and experiencing impostor syndrome.
Reflecting on past experiences like buying an iPhone and feeling nervous, the writer ponders if fear is a defense mechanism against getting too comfortable.
Transitioning to a new role in an exciting company and project, the writer acknowledges the bittersweet feeling of leaving the familiar for the unknown.

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7 Likes

Medium

321

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How I Made Stunning Movies with AI Technology

AI MovieMaker is a tool that generates ultra-realistic 8K cinematic movies, revolutionizing video creation.
Using AI MovieMaker, individuals without prior video editing experience can create captivating videos quickly and easily.
Users have seen increased engagement and opportunities for monetization after using AI MovieMaker for their video projects.
AI MovieMaker is a valuable tool for various industries, offering possibilities for businesses, educators, and individuals to enhance their digital presence.

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Dev

113

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Daily JavaScript Challenge #JS-181: Find the Smallest Missing Positive Integer

The challenge focuses on finding the smallest missing positive integer in an unsorted array of integers.
Participants are encouraged to write a function that returns the missing integer and test it against provided test cases.
For more information, developers can refer to the Wikipedia page on the Pigeonhole Principle.
Join the discussion by sharing your approach, interesting edge cases, and key learnings from this challenge in the comments.

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