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Why India is Running Out of Skilled Engineers

India is facing a talent crisis in Engineering and R&D-focused (ER&D) companies, with significant talent gaps expected to intensify as baby boomers retire and new graduates lag behind.
Hiring demand for AI and data professionals in India grew by 38% to 45% between March 2024 and March 2025.
There is a 51% demand-supply gap for AI talent in India, emphasizing the need for investments in building future-ready capabilities.
Skilled engineers are increasingly required to have expertise in areas like AI, ML, NLP, and other advanced domains by product companies.
Many midcareer engineers are transitioning into nonengineering roles, further reducing the pool of experienced technical professionals.
The preference for managerial roles over technical roles due to higher salaries and broader exposure is contributing to the scarcity of qualified engineers in technical positions.
Younger professionals, including early-career engineers, are likely to switch jobs within the next six months, exacerbating the turnover challenge.
Engineers in India are drawn to tech companies for faster career progression, while traditional engineering firms offer slower advancement opportunities.
UiPath, a product company deeply involved in core engineering tasks, faces challenges in hiring and prefers technical focus before managerial roles.
As AI tools support coding, developers' roles are evolving, with new responsibilities emerging, and coding agents complementing human developers in specific areas.
The emergence of AI-based roles and categorization of employees' skills as mainstream or premium highlight the changing landscape of talent requirements in ER&D companies.

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Dev

251

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How the Richest in Crypto Think

The spending habits of the richest in crypto showcase a unique billionaire mindset, reflecting their approach to earning and thinking about wealth.
Crypto billionaires like Chun Wang spend $55M to orbit Earth's poles for experiments, turning spreadsheets into spectacle.
John Collins-Black's $2M treasure hunt across the U.S., Justin Sun's $5M media stunt with a banana, and Djordje Novakovic's exotic pets all symbolize the billionaires' eccentric spending.
Volodymyr Nosov's purchases of iconic symbols demonstrate a pattern of bold statements reflecting the risk-taking and attention-seeking nature of these billionaires.
The extravagant purchases of crypto billionaires reveal a willingness to break the traditional norms in both business and life, reflecting their unique thinking and approach to wealth accumulation.

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Tech Radar

299

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Google I/O 2025 live: all the latest news and rumors for Android XR, Gemini, Project Astra, and more

Google's annual I/O event is live with new announcements about Android XR, Gemini, and Project Astra.
This year's focus at Google I/O is expected to be less about Android and more about XR and AI.
Expected announcements include Gemini AI updates, Android XR information, and Project Astra updates.
The keynote event started at 10 am PT / 1 pm ET / 6 pm BST, featuring AI Mode, Google's AI assistant.
AI Mode, launched in beta, brings artificial intelligence to Google Search for a personalized experience.
Google I/O 2025 showcases how Google is advancing its mission in organizing information universally.
Gemini 2.5 Pro Experimental is Google's latest intelligent AI model, offering various capabilities.
Among the expected updates are Google Discover on desktop and Android 16 features.
Gemini Live, Deep Research, Canvas, and Veo are some of the capabilities of Google's AI model.
Discover on desktop, soft-launched in Australia and New Zealand, showcases relevant news stories from Google Search.

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Dev

156

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A Quick Guide to Making a Loan App

Loan lending apps provide a fast and convenient way for individuals to access credit, simplifying the borrowing process through digital onboarding and secure transactions.
To create a loan app, understanding your target audience and defining the type of loans you will offer is crucial, along with ensuring seamless functionality and user experience.
Step-by-step instructions for building a loan app include market research, defining core features, choosing a tech stack, designing UI/UX, development, testing, and monitoring performance post-launch.
Essential features for a successful loan app include secure user registration, loan calculator, KYC verification, automated loan approval systems, push notifications, and admin dashboard.
For beginners without coding experience, options like no-code/low-code platforms or hiring freelance developers are available to kick-start their loan app development.
Launching a loan app successfully involves compliance with financial regulations, data privacy laws, SSL encryption, scalability, marketing strategies, and transparent communication about policies.
Building a loan lending app requires careful planning, user-centered design, robust security measures, legal compliance, thorough testing, and continuous improvement post-launch to succeed in the competitive fintech market.

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Cinema5D

191

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OCTOPUS RAW Studio Enhances Raw Video Workflow in Adobe Premiere

OCTOPUS RAW Studio is a plugin for Adobe Premiere Pro designed to enhance the workflow for ProRes RAW and CinemaDNG footage with advanced raw parameters and features.
The plugin offers options like adjusting ISO and WB, highlight recovery, textures, and more, making raw video editing more accessible and efficient.
OCTOPUS CINEMA, the company behind the plugin, is also developing the OCTOPUS16 digital camera supporting internal 4K 60fps raw video.
OCTOPUS RAW Studio is priced at €99 with a lifetime license and is available for download from the OCTOPUS CINEMA webpage, offering a trial version with export limitations.

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TechBullion

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QuickSwap Co-Founder Roc Zacharias Discloses Personal Background and Key Industry Wisdom in Tell-All April Interview with BrandTalks

QuickSwap co-founder Roc Zacharias recently participated in a significant interview with BrandTalks, discussing various key topics in the Web3 industry including QuickSwap's journey and accomplishments.
QuickSwap, a major DEX on the Polygon DeFi scene, started during the 2020 DeFi summer as a Uniswap fork with a focus on Layer 2 DeFi. Zacharias attributes the project's success to principles of decentralization and innovative technology evangelism.
QuickSwap became Web3's first deflationary DEX after implementing tokenomic changes approved by the community. The project continues to drive innovation, with plans to integrate StratEx, a DeFi strategy marketplace.
Zacharias offered advice to new entrepreneurs in Web3, emphasizing the importance of building relationships, adopting a missionary mindset over a mercenary approach, and finding a balance between principles and profit focus.

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Medium

1.1k

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How I Use AI in Product Management (and Why You Should Too)

Using AI in product management can save time and provide valuable insights for better decision-making.
AI serves as a helpful tool in drafting and refining ideas, allowing for faster collaboration and iteration.
The utilization of AI does not replace teams but enhances conversations and outcomes with real-time data.
By leveraging AI intentionally, product managers can streamline workflows and focus on higher-impact tasks, leading to improved products delivered faster.

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Medium

360

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The ‘Boring’ Database Feature That’s Saving Startups $35K/Month in Cloud Costs

A technical co-founder of a bootstrapped SaaS startup shares how implementing database partitioning led to a significant reduction in cloud costs.
Despite their user base growing to 85,000, the startup managed to reduce their AWS bill by over $35,000 monthly without sacrificing performance.
The solution was implementing a 'boring' database feature, database partitioning, which divides a database table into smaller partitions for better management.
The startup's application, a compliance management platform for financial services, stored data intensively using a standard tech stack before implementing database partitioning.
They realized a cost-saving opportunity after discovering that 93% of their queries were accessing less than 5% of their data.
By implementing a partitioning strategy for their largest tables, they achieved improved performance and cost savings on AWS RDS.
PostgreSQL's declarative partitioning syntax was utilized for implementing partitioning strategies on AWS RDS.
The startup saw benefits beyond cost savings, including improved development focus, consistent application response times, and enhanced unit economics.
Database partitioning, although adding complexity, proved to be manageable and beneficial for the startup without requiring major application changes.
Proper analysis of query patterns, strategic partitioning key selection, and implementation of maintenance scripts are crucial for successful database partitioning.
The article emphasizes the value of fundamental solutions like database partitioning for sustainable infrastructure and cost-effective growth in data-heavy applications.

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Medium

369

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DeFi Summer: The Golden Days of Liquidation

A new liquidation bot, address 0x8329F4, has been dominating the Compound v2 battlefield by winning liquidations consistently despite not being the fastest or most efficient.
This successful performance by the new liquidator started after Compound introduced the Open Price Feed Proposal on August 20, 2020, aiming to increase transparency in asset price updates and community participation.
The liquidator manipulated the system by posting prices and exploiting the protocol mechanics, ultimately using GasToken2 to increase profits by executing the liquidation in one atomic transaction.
This incident showcases how understanding and leveraging protocol mechanics in DeFi can be more important than speed or gas optimization, ultimately leading to successful operations within the system.

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Dailydesignernews

173

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You will not believe the art Vika Brent can create with her hands

Vika Brent is an artist who creates stunning art using her hands and on her hands, faces, and bodies.
Her artworks consist of surreal illusions on a black background, often showcased through animated movements.
Vika Brent's mesmerizing art has gained popularity for its creativity and uniqueness.
You can follow Vika Brent's new work on her social media accounts for more of her hand-painted illusions.

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Medium

The Data Trap Post One: I Pay for Data—So Why Am I Paying to Watch Ads?

Paying for data on the internet includes watching ads, leading to an unexpected cost to the user.
Users often unknowingly spend a significant part of their data plan on viewing promotional content without explicit consent.
This situation acts as a hidden tax on users, especially impacting those with limited data plans, creating a form of exploitation.
Platforms benefit from this system as they profit from both advertisers seeking attention and users paying for data to receive ads.

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3 Likes

Medium

321

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15 rust cli tools that will make you abandon bash scripts forever

Rust community has been developing CLI tools that are faster, safer, and more intuitive than traditional bash scripts.
ripgrep, written in Rust by Andrew Gallant, provides faster and cleaner search results compared to grep.
fd allows for easy file searching with practical features like searching based on patterns and being gitignore-aware.
bat transforms your terminal into a mini IDE with features like syntax highlighting and support for various file types.
procs is a user-friendly process manager that enhances terminal productivity and provides clear information.
bottom offers system monitoring capabilities with a spaceship-like UI, especially useful for developers.
tokei is a codebase analytics tool that provides valuable insights into the size and structure of code projects.
hyperfine is a benchmarking tool that offers statistically sound performance comparisons and supports bar chart outputs.
zoxide simplifies directory navigation with smart pattern matching and boosts terminal efficiency.
justfile allows for creating simple and readable commands for various tasks in the terminal.
Rust CLI tools like exa, hyperfine, zoxide, and justfile offer enhanced functionality and aesthetics to terminals.
These tools provide a modern and efficient alternative to traditional bash scripts, improving the overall terminal experience.

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Dev

239

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Level Up Your Coding Game with These Free Vibe Coding Tools!

Vibe coding tools leverage AI and natural language prompts to automate code generation and streamline development workflows.
Vibe coding involves expressing programming intentions in natural language, with AI translating them into executable code.
Developers choose AI coding assistants, define requirements clearly, and iterate on code with AI-generated assistance.
Top free vibe coding tools include Replit, Lovable.dev, GitHub Copilot, Supernova, Claude 3.7 Sonnet, Emergent, DeepSite, Firebase Studio, Bolt.new, and Cline.
Replit offers real-time editing and deployment, while Lovable.dev excels in rapid application development.
GitHub Copilot provides context-aware code suggestions and advanced code transformation features.
Supernova automates design token synchronization and code generation for design systems.
Emergent pioneers agentic coding for interactive web experiences, while DeepSite focuses on democratizing web development through AI.
Firebase Studio integrates Gemini AI with Firebase services, and Cline operates as an AI agent within VS Code.
SingleStore powers fluid coding experiences with distributed SQL database support for real-time analytics and vector search.
These tools collectively enable a shift towards intentional system design and innovation, bridging gaps between design and development.

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14 Likes

Medium

378

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Should We Disable CSRF in Spring Security? — Explained in 2 Minutes.

CSRF (Cross-Site Request Forgery) is a type of attack that manipulates a user's browser to send unauthorized requests to a site where they are authenticated, like an online banking portal.
Spring Security provides protection against CSRF by generating tokens for each session and request, but this may not be suitable for REST APIs where users interact differently.
You should disable CSRF in Spring Security if working with REST APIs, as the traditional CSRF protection may not be effective in such scenarios.
You should not disable CSRF in Spring Security if dealing with traditional websites where users mostly interact via forms, as CSRF protection is crucial in preventing unauthorized actions.

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Medium

409

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Top 10 Open Source Projects Every Developer Should Watch in 2025

Diving into open-source projects is essential for developers to enhance their skills and streamline their workflow by leveraging existing work.
Contributing to open-source projects enables coders to improve their coding abilities and save significant time.
A curated list of valuable open-source repositories for developers in 2025 can provide direct utility, serve as study material, or inspire new ideas.
Open-source repositories play a crucial role in modern software development by fostering faster innovation, facilitating learning, and delivering better tools for all users.

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