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Leader Spotlight: Creating solutions for both patients and providers, with Daric Snyder

Daric Snyder is the Director of Experience Design at Emplify Health, a regional healthcare system, with a background in digital media and customer experience.
He discusses the challenges of creating user-friendly healthcare software that caters to both patients and providers.
Emplify Health underwent changes due to COVID and a merger, pushing them towards digital adoption and agile methodologies.
Autonomy and freedom for teams are crucial for meaningful scaling of products within an organization.
Real, genuine feedback in digital healthcare transformation is obtained through product analytics tools and direct patient interactions.
The shift to digital healthcare post-COVID has emphasized the need for user-centric design and addressing underlying challenges.
Balancing the needs of diverse user populations in healthcare requires understanding and catering to various demographics and preferences.
Design and delivery challenges in healthcare include regulatory compliance, security, and balancing care team and patient needs.
Digital transformation in healthcare has faced challenges, especially in aligning user behavior with product expectations.
Human-centered design is crucial for building solutions that address the needs of vulnerable populations and diverse user groups.

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Dev

1.4k

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My Web Development Journey: How I Got Started

The journey into web development began with curiosity and Google searches, not with a tech background.
Started by watching a YouTube video on building a website with HTML and CSS, leading to discovering free learning resources like FreeCodeCamp and MDN Web Docs.
Faced challenges while learning JavaScript but stayed motivated by setting small goals and engaging with online communities.
Progressed to learning responsive design, JavaScript frameworks like React, and backend tools, focusing on mastering the basics first before adding more tools to the toolkit.

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Medium

128

How I Went from 0 to 5,000 Newsletter Subscribers and Made $1,200/Month

By focusing on a niche he was familiar with, the individual created a $19 ebook and utilized Blotato for automating content distribution.
Blotato transformed the ebook content and newsletter into platform-native posts, videos, and graphics for Twitter, Instagram, LinkedIn, and Pinterest.
After 6 weeks, the strategy resulted in gaining 5,000+ newsletter subscribers and generating $1,200 monthly from ebook sales, all managed in less than 2 hours per week.
This approach involved using AI to promote the product continuously without a team, burnout, or writer's block, showcasing the efficiency of leveraging automation for solopreneurs.

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Dev

159

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Mastering REST API Authentication: A Developer's Security Handbook

This handbook delves into four crucial REST API authentication methods: Basic Auth, JWT tokens, OAuth 2.0, and API keys, highlighting implementation details and security considerations.
Authentication plays a vital role in preventing data breaches, system manipulation, infrastructure abuse, and compliance violations in modern REST API-dependent applications.
Basic Auth involves sending credentials with each request using base64 encoding in the Authorization header, requiring additional security considerations like HTTPS and proper password policies.
JWT Token-Based Authentication uses signed tokens to verify identity without repeatedly sending passwords, with security best practices including short expiration times and token revocation.
OAuth 2.0 enables secure delegated access without exposing user credentials, suitable for third-party integrations, microservices architectures, granular permissions, and user consent workflows.
API Key Authentication offers service-level authentication with strategies like hash storage, rate limiting, scope validation, key rotation, and monitoring.
By evaluating factors like implementation time, scalability, security level, token revocation, and cross-domain support, developers can choose the right authentication method for their applications.
Implementation best practices include a layered security approach, comprehensive monitoring and alerting, and considerations for future-proofing with emerging authentication patterns.
Balancing security with usability is crucial for a robust authentication system, requiring a clear threat model and understanding of user needs to make informed decisions.
Ultimately, the security posture of an API relies on strategic authentication decisions that align with specific project requirements and user expectations.
For more insights on REST API authentication methods, refer to the original blog post: https://guptadeepak.com/unlocking-the-gates-rest-api-authentication-methods-for-modern-security/

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Dev

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Deploying Express + TypeScript + Prisma to Render: What Went Wrong (and How I Fixed It)

When deploying an Express + TypeScript + Prisma backend to Render, faced unexpected errors requiring fixes.
Error 1: TypeScript did not recognize basic Node.js globals like process and console, fixed by moving @types/node to dependencies.
Error 2: Render could not find index.js, resolved by updating Start Command in Render Dashboard.
Error 3: @prisma/client did not initialize, resolved by updating Prisma generator config and build script.

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PlanetPython

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Armin Ronacher: AI Changes Everything

Armin Ronacher reflects on how AI has drastically changed his work habits and productivity, allowing for more time in his day.
He explains how he has transitioned from being hands-on in programming to delegating tasks to AI, leading to increased efficiency.
Ronacher expresses optimism about the future impact of AI, acknowledging its omnipresence and transformative potential in various aspects of life.
He discusses the rapid adoption and integration of AI in everyday activities, highlighting its broad influence on society.
The author notes the reluctance of some technologists to embrace AI advancements, despite its undeniable capabilities and implications.
Ronacher raises thought-provoking questions about the future of education, human interaction with AI, and the global implications of AI development.
He emphasizes that while AI may change the roles of programmers and artists, their skills will remain valuable in a new technological landscape.
The article concludes on an optimistic note, asserting that AI has the potential to enhance human agency, expand knowledge access, and drive innovation across various fields.
Ronacher encourages embracing the transformative power of AI with curiosity and responsibility, likening this era to past revolutionary technological advancements.

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Medium

395

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Symphony for the Broken Future

Building systems in a rapidly deteriorating world where automation leads to forgetfulness.
The reliance on cloud architecture without proper documentation leading to eventual abandonment.
The analogy of building global-scale systems under pressure compared to a slow symphony of entropy.
The importance of leaving behind documentation, patterns, and intent for successors in the tech industry.

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PlanetPython

413

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PyCoder��s Weekly: Issue #684: NumPy Type Hints, LEGB, Pyrefly vs ty, and More (June 3, 2025)

Thanks to improvements in NumPy typing support, NumPy generic arrays can now type both shape and dtype, offering opportunities for improved static analysis and run-time validation.
A video course is available to help understand the LEGB rule and Python scope, helping to avoid name collisions in code.
A checklist to prevent Postgres slowdowns in Python apps by monitoring performance and maintenance, including slow query detection and optimizing indexes.
Comparison between Python's new Rust-based type checkers, Pyrefly and ty, discussing performance and capabilities.

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Insider

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Amazon is in talks to roll out AI coding assistant Cursor internally as employee interest spikes

Amazon is in talks to adopt the AI coding tool Cursor for its employees.
Amazon typically advises employees to be cautious using outside AI tools.
Several employees at the tech giant have been pushing to use Cursor.
An internal Slack message revealed that Amazon is in discussions with Cursor to deploy the AI tool while addressing security concerns.

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Fueled

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WordPress Launches AI Team With Google, Automattic, and Fueled Leaders

WordPress has launched a new AI Team with representatives from Google, Automattic, and Fueled to integrate artificial intelligence into the WordPress ecosystem through practical tools and features.
The AI Team aims to define a roadmap for supporting AI-powered capabilities in WordPress through official, community-backed plugins and frameworks, rather than directly embedding AI into the core.
The initiative signifies WordPress taking proactive steps to integrate AI into its platform, aligning with its core values of openness, user ownership, and community collaboration.
The team's experience with the ClassifAI AI plugin for WordPress will inform their contributions to the AI initiative, focusing on delivering enterprise-grade solutions and advancing AI capabilities within WordPress.

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Medium

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I Got A Free Cloud Server for Life

Oracle Cloud's Always Free Tier allows users to run a cloud server with 4 CPUs, 24 GB RAM, and 200 GB storage for free, forever.
Unlike other cloud providers with free trials that expire after a year, Oracle Cloud's offering does not have any time limit or hidden fees.
This free cloud server can be used for various purposes such as hosting websites, running game servers, or developing backend systems for applications.
Oracle Cloud's generous free tier provides a reliable server that exceeds the limitations of free tiers offered by other major cloud providers.

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Medium

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Binary Tree : 6 Core Problems with Intuition & Optimized Code

Binary Trees are crucial in computing and mastering them is essential for tech interviews at top companies like Google, Amazon, and Microsoft.
Understanding recursive thinking, depth-first search, and optimal tree traversals is key in solving classic binary tree problems.
Height of a binary tree is calculated recursively by finding the maximum depth from root to leaf nodes.
A height-balanced binary tree ensures that the height difference between left and right subtrees of every node is at most 1 for better performance.
Calculating diameter in a binary tree involves finding the longest path between any two nodes, which may or may not pass through the root.
Finding the maximum path sum in a binary tree involves considering all possible paths for each node and recursively combining the results.
Checking for identical binary trees involves traversing both simultaneously and comparing node pairs.
Zig Zag or Spiral Level Order Traversal is a unique way of traversing a binary tree with alternating left to right and right to left movements.
Optimizing Zig Zag traversal by using two stacks helps maintain the zig-zag pattern without needing to reverse elements.
Mastering binary trees goes beyond mere coding skills and involves recursive thinking and understanding traversal patterns.

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Dev

426

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What is Multimodal AI

Multimodal AI is a significant breakthrough in artificial intelligence, allowing systems to process and generate content across various media forms seamlessly.
Unlike traditional AI models, multimodal AI processes multiple types of input data simultaneously, creating a holistic understanding of information.
Multimodal AI systems have evolved from single-modal AI to integrated systems across text, images, audio, and video, offering seamless integration and content generation.
Key components of multimodal AI include unified representation spaces, cross-modal attention mechanisms, multi-task learning, and foundation models with multimodal capabilities.
Leading multimodal AI systems in 2025 include GPT-4.5 Omni, Google Gemini 2.0, Anthropic Claude Opus, and Meta's Llama Vision.
Practical applications of multimodal AI span industries like healthcare, e-commerce, content creation, education, and accessibility, transforming how businesses operate and serve customers.
Developers can integrate multimodal AI through API-based services, open-source models, and multimodal frameworks, with challenges including computational requirements, alignment across modalities, ethical considerations, and biases.
Future trends in multimodal AI include increased efficiency, enhanced reasoning capabilities, real-time multimodal interaction, and domain specialization for specific industries or applications.
Multimodal AI redefines how AI systems perceive and interact with the world, opening up new possibilities for developers to create more natural and powerful AI experiences.
The future of multimodal AI promises to transform technology interaction, offering more personalized and efficient solutions for various domains.

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Logrocket

262

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When to use Flexbox and when to use CSS Grid

CSS Flexbox and CSS Grid are two powerful layout systems built into CSS that have replaced older techniques like floats and clearfixes.
Flexbox is ideal for one-dimensional layouts, such as aligning and spacing items in a row or column, making it suitable for UI components and small-scale layouts.
On the other hand, CSS Grid is designed for two-dimensional layouts, making it perfect for full-page structures and more complex designs.
Using a combination of Flexbox and Grid can result in cleaner, more scalable CSS layouts.
Flexbox simplifies arranging items in rows or columns within a container, eliminating the need for positioning hacks.
CSS Grid offers precise control over both rows and columns simultaneously, allowing for complex, organized layouts without relying on old CSS tricks.
Both Flexbox and Grid provide key alignment properties like justify-content, align-content, align-items, align-self, making layout control easier.
CSS Grid is more suitable for complex designs, layouts requiring gaps between elements, or overlapping elements, while Flexbox is preferable for alignment tasks and content-first design.
Flexbox is recommended for small layouts, element alignment, and content-first design choices; CSS Grid is better for complex designs, gaps between elements, and layout-first design.
Understanding when to use Flexbox for alignment and Grid for layout helps in creating well-built web layouts that are responsive and maintainable.

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The Pragmatic Engineer

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Vibe Coding as a software engineer

The term “vibe coding” is gaining traction in the software engineering community, popularized by computer scientist Andrej Karpathy.
Vibe coding involves letting AI generate code with minimal human intervention, primarily focusing on high-level goals.
Popular vibe coding tools include GitHub Copilot, Claude Code, and ChatGPT, aiding developers in code generation.
Use cases for vibe coding include prototyping, brainstorming, and improving development tools.
Vibe coding is not recommended for production-ready code due to potential security, performance, and cost issues.
AI advancements are making Large Language Models (LLMs) more proficient in coding, enhancing prototyping speed.
Vibe coding is differentiated from AI-assisted coding, where the former involves minimal code review and letting the AI do most of the work.
Vibe coding tools such as GitHub Copilot, Claude Code, and ChatGPT are prominent in the developer community.
Vibe coding is often utilized for prototyping and UI design, leveraging AI for faster development processes.
Various tools and platforms like GitHub Copilot, Claude Code, and ChatGPT aid in code generation through AI assistance.
Fullstack web platforms like Lovable, Vercel, and Replit offer solutions for rapid prototyping and fullstack app development.

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