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What Actually Worked in My AI Job Search (After 30 Failures)

  • The author faced 30 rejections in their AI job search before changing their approach.
  • They started focusing on positioning themselves as a solution rather than just an applicant.
  • Each CV was rewritten with a 2-line AI prompt to make it specific and sharp.
  • Instead of traditional follow-ups, the author sent 30-second screen shares showing how they would approach part of the job, leading to more replies and interviews.

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How I Automated Daily Standups and Weekly Reports with GPT

  • Automate daily standups and weekly reports using GPT-4, Zapier, and AI-powered reporting.
  • Save time by automatically summarizing team updates, formatting structured summaries, and sending them to Slack, Notion, or email.
  • Focus on problem-solving instead of writing lengthy reports manually.
  • Future of project management lies in designing efficient systems with AI handling repetition and humans focusing on outcomes.

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Dev

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I built dailypush.dev – a search engine for dev blog posts, summarized and curated by other devs

  • dailypush.dev is a search engine created for dev blog posts, summarized and curated by other developers.
  • It currently indexes over 1300 articles pulled from various developer blogs and sources, summarized using GPT and tagged by topics like React, backend, AI, DevOps, etc.
  • Users can search, filter, and like valuable posts, with popular content surfacing based on views and upvotes.
  • Future plans include personalized digests, tag subscriptions, saved posts & bookmarks, and recommendations by interest.

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The FishmanAF Newsletter

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How Perplexity Grows

  • Perplexity, a popular search engine, has seen growth through various strategies including linear channels, user-generated content loops, and acquisition tactics.
  • Linear channels like brand marketing and CEO presence on Twitter have helped drive initial adoption and interest in new features for Perplexity.
  • User-generated content loops such as the AskPerplexity integration on platforms like Twitter, Discord, Telegram, and WhatsApp have enhanced distribution and awareness for Perplexity.
  • Perplexity's introduction of Pages, Share functionality, and Spaces has facilitated collaboration, content sharing, and user engagement.
  • The Discover tab and related queries feature provide users with curated content and prompt further exploration within Perplexity.
  • Perplexity's focus on retention includes initiatives like onboarding without account creation, related queries, email digests, and watchlists for personalized updates.
  • Their emphasis on self-reinforcing growth loops, friction reduction, and becoming the default search engine on browsers has contributed to Perplexity's success in the competitive AI landscape.
  • Overall, Perplexity continues to innovate and adapt its growth strategies to maintain and expand its user base and market presence.

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HRKatha

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Chegg to lay off 22% of workforce amid growing AI disruption

  • Chegg plans to lay off approximately 22% of its workforce, around 248 employees, to reduce costs and adapt to the evolving digital learning landscape.
  • The company faces declining website traffic due to the growing preference for AI-driven tools like ChatGPT over traditional edtech services.
  • As part of cost-cutting measures, Chegg will close offices in the US and Canada by 2025 and reduce marketing efforts and product development.
  • Despite initial charges of $34–$38 million in the short term, Chegg expects long-term savings of $45–$55 million in 2025, increasing to $100–$110 million by 2026.

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Medium

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Software Engineering in the Time of AI

  • AI is a productivity booster, not a thinking machine, impacting software engineering by collapsing roles into 'Product Engineer 2.0.'
  • Software engineering differs from other rule-based professions as it is open-ended, creative, and full of ambiguity, likely leading to a split rather than transformation of roles.
  • The vision of 'Zero-touch feature development' is considered utopian, with a more realistic approach being 'Low-touch development' where AI supports coding tasks while humans oversee architecture and quality.
  • It is crucial for engineers to learn to work with AI, not rely on it entirely, as AI does not assist in personal growth unless the hard parts are still being tackled by the individual.

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Dev

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The Future of Frontend: Trends at the Intersection of Web Architecture and AI

  • The world of frontend development is evolving, with web architecture and artificial intelligence merging to create smarter, faster, and more distributed applications.
  • AI is playing a significant role in frontend workflows, helping developers with code generation, bug detection, performance optimization, design assistance, testing, and personalization.
  • Frameworks are progressing towards efficiency with trends like partial hydration, server-side rendering, and increased abstraction, making development faster and more maintainable.
  • Edge computing is becoming more popular, leading to ultra-low latency apps by distributing frontend logic globally for improved speed, reliability, and scalability.
  • WebAssembly and Web3 technologies are expanding frontend capabilities, allowing for high-performance applications, AI features, and decentralized app interfaces directly in the browser.
  • The future of frontend development emphasizes delivering value through fast, accessible, and user-centric experiences, focusing on performance, accessibility, responsive design, and personalized interfaces.
  • Developers are encouraged to combine new technologies with timeless UX principles to create advanced yet user-friendly web applications that cater to a diverse audience.
  • Overall, frontend innovation is expected to bring exciting opportunities for developers and users, encouraging the creation of delightful and inclusive web experiences.

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HRKatha

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Tamil Nadu doubles festival advance for government staff

  • Tamil Nadu government raises festival advance for employees from Rs 10,000 to Rs 20,000 as announced by Chief Minister MK Stalin.
  • The initiative benefits government employees, school teachers, and staff working in local bodies and aided educational institutions.
  • This increase follows a previous revision in 2019 when the festival advance was doubled from Rs 5,000 to Rs 10,000.
  • The process for applying, approving, and recovering the advance remains the same, with it being disbursed as an interest-free loan with fixed recovery through monthly deductions.

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Dev

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🧱 I Built My Python Web App Like a City (Not an App)

  • The article discusses treating a Flask web app like a city, with modules represented as districts, endpoints as buildings, routes as roads, and middleware as traffic control.
  • Different aspects of a city, such as neighborhoods, roads, buildings, utilities, decay, and sprawl, are metaphorically linked to components of the web app.
  • The author outlined the approach taken in different phases: City Blueprint (zoning the app into districts), Traffic & Infrastructure (adding middlewares for traffic control), and Sanitation & Decay (cleaning up old or unused components).
  • This city-planning approach prompted considerations on scalability, user flow, resource usage, and legacy within the app structure.
  • The author suggests expanding the metaphor to include concepts like pollution tracking, public transport, crime prevention, disaster response, and using city-planning tools for app visualization.
  • The shift in mindset encourages developers to prioritize logical grouping over individual functions, enhance flow, build sustainable communities of logic, and ensure long-term livability in the codebase.
  • By adopting the city-building mindset, developers can improve code organization, prioritize usability, and plan for long-term maintenance and growth.
  • The article also offers free GitHub bundles containing various resources for developers to build faster and smarter, with options ranging from open-source projects to developer libraries and system projects.
  • The author concludes by encouraging readers to approach app development like city planning, considering aspects like city center, sprawl, traffic congestion, and safety to create more efficient and user-friendly applications.
  • Overall, the metaphor of building apps like cities promotes a more holistic and thoughtful approach to software development, emphasizing usability, scalability, and long-term sustainability.

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Dev

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⚡ Real-Time Data Dashboards with Python: Build a Lightning-Fast Web App for Live Metrics

  • Businesses now require instant visibility into key metrics, achievable through real-time dashboards built with Python and modern web tools.
  • The guide demonstrates constructing a real-time web dashboard using FastAPI, WebSocket integration with Starlette, Redis for pub/sub, Chart.js + HTMX for front-end updates, PostgreSQL for historical storage, and Tailwind CSS for UI.
  • An example scenario involves monitoring smart sensors in warehouses for temperature/humidity with live charts, historical data, alerts, and responsive design.
  • The tech stack includes FastAPI for the backend, Tailwind + HTMX for the frontend, WebSockets + Redis for real-time updates, PostgreSQL for storage, and Redis for caching.
  • Project structure includes backend with FastAPI, models, WebSocket, and DB setup, frontend with templates and static files, and a script for simulating sensor data.
  • Additional features cover storing data in PostgreSQL, triggering alerts with thresholds, and deployment tips using Uvicorn, Gunicorn, NGINX, and platforms like Render or DigitalOcean.
  • The tutorial encompasses Async WebSockets, Redis Pub/Sub, FastAPI Routing + BackgroundTasks, HTMX + Chart.js, PostgreSQL integration, and real-world hardware modeling.
  • Real applications for such dashboards include factory sensors, crypto tickers, fleet management, fitness visualizers, and server monitoring tools.
  • Python's modern ecosystem enables developers to create and deploy real-time dashboards without the complexities of React or Firebase, offering vast business potential.
  • Done-for-you article kits are available for quick content creation, including topics like DIY computing, hacker techniques, bot invasions, data manipulation, and forgotten tech frontiers.
  • One can use these articles to boost authority, attract traffic, monetize, and customize with branding, affiliate links, and quick publishing for blogs, newsletters, social posts, and more.

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Dev

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Model + Persona + Document: A Simple Framework for Local AI Workflows

  • AI tools are becoming more accessible to developers for local use without cloud access or enterprise software.
  • A framework of Model + Persona + Document is proposed for integrating local AI into workflows for fast and secure AI capabilities.
  • The core components include the Model (language engine), Persona (behavior configuration), and Document (content context) for AI interactions.
  • Advantages of this system include fast local models, consistent persona configurations, relevant document context, and integration with tools like Emacs.

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HRKatha

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Bengaluru corporate employee’s burnout story strikes a chord online

  • A corporate professional from Bengaluru shared his burnout story on Reddit, sparking widespread conversation.
  • He revealed working 14 to 16-hour days, sacrificing personal life which led to health issues and emotional exhaustion.
  • Despite having a supportive partner and family, he felt guilty and disconnected, neglecting personal time and health.
  • The post resonated with many, highlighting the toll of unchecked ambition in modern work culture, prompting discussions on work-life balance.

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Productivity Series [Part 4]: Get Hard Tasks Done First

  • The 'Eat the Frog' strategy suggests tackling hard tasks first thing in the morning, as popularized by the quote from Mark Twain.
  • This approach can help in managing time efficiently by completing challenging tasks early, leaving the rest of the day for easier work.
  • Identifying the hardest task and prioritizing it can be a challenge, but it is recommended to focus on urgent and important tasks first.
  • While the 'Eat the Frog' method can be effective, it is essential to consider individual work environments and adjust the strategy accordingly for optimal productivity.

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Medium

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“Using Public Wi-Fi Without This?

  • Using public Wi-Fi without a VPN can expose your data to potential security risks, allowing others on the same network to track your online activities.
  • A VPN encrypts your internet connection, making your data unreadable to others, hence ensuring the safety of your information while using public Wi-Fi.
  • Implementing a VPN in your digital routine not only secures your online activities but also protects your sensitive information like passwords, email contents, and financial details.
  • It is essential to use a VPN to maintain security and privacy when accessing public Wi-Fi networks to prevent unauthorized access to your personal data.

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HRKatha

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DHL to close Ontario facility; lay off 364 employees

  • DHL is closing its Ontario facility, leading to the layoff of 364 employees. The decision is due to changes in a client's distribution strategy.
  • The Ontario facility will start phasing down operations from July 1, 2025, with a complete shutdown by the end of August. Various roles, including managers, supervisors, mechanics, and warehouse workers, are affected.
  • The closure is a result of a client relocating part of its operations, rendering the Ontario facility unnecessary for DHL. This is reflective of broader changes in the logistics industry amidst rising costs and evolving customer demands.
  • The closure signifies a move towards automation and digital integration in logistics, posing challenges for traditional roles amid industry innovation.

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