Computer Science and Programming
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Channel specialized for advanced topics of:
* Artificial intelligence,
* Machine Learning,
* Deep Learning,
* Computer Vision,
* Data Science
* Python

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How AI Vibe Coding Is Destroying Junior Developers' Careers

Vibe coding, where developers use AI to build entire applications without writing code themselves, is creating a generation of pseudo-developers who lack fundamental programming skills. Research shows AI tools actually decrease productivity by 19% for experienced developers, while security vulnerabilities plague AI-generated code. Junior developers using this approach become dependent on AI for debugging and maintenance, making them less competitive in an already brutal job market where 94,000 tech workers have been laid off. The practice creates massive technical debt and prevents skill development, ultimately harming career prospects rather than helping them.
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How WhatsApp Handles 40 Billion Messages Per Day

WhatsApp manages to handle nearly 40 billion daily messages by utilizing a robust backend architecture with simplicity, asynchronicity, and isolation at its core. Erlang is pivotal, offering lightweight concurrency, fault isolation, and efficient message routing. The architecture benefits from smart partitioning, resiliency under failures, seamless upgrades, and focused quality control, all managed by a small engineering team. Database design favors speed with in-memory key-value stores and async writes, while backend systems are structurally isolated to ensure reliability. 
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kepano/defuddle: Extract the main content from web pages.
Defuddle is a tool designed to extract the main content from web pages by removing unnecessary elements like comments, sidebars, and headers. It creates clean HTML documents suitable for HTML-to-Markdown conversion and was intended for use with the Obsidian Web Clipper. Defuddle can serve as a replacement for Mozilla Readability, provides consistent outputs for various elements, and extracts metadata using schema.org. Installation requires npm and for Node.js, JSDOM. The tool is available in core, full, and Node.js bundles and offers configurable options for parsing and content manipulation.
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Design patterns for agentic AI
The era of agentic AI has begun, with intelligent agents increasingly handling tasks and making decisions autonomously, boosting productivity. This webinar explores how these AI systems, differing from traditional SaaS tools, are built using agentic design patterns. It covers why legacy architectures are inadequate and demonstrates how platforms like Akka enable building scalable, event-driven AI agents.
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Hi everyone, from now on Computer Science is on WhatsApp too. Subscribe if you prefer reading news there 👇🏻👇🏻

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Boosting Development Workflows with git-spice
Git-spice enhances development workflows by addressing challenges with large pull requests and the drawbacks of atomic PRs. It helps manage stacked pull requests effectively, boosting speed and maintaining code quality. Built by Abhinav Gupta to fit specific needs, it simplifies PR management, facilitating efficient collaboration and enabling better code reviews.
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React Design Patterns and Best Practices for 2025

Comprehensive guide covering modern React development patterns for 2025, including function components, custom hooks, Context API, TypeScript integration, and React 19 features like useOptimistic and Server Components. Explores ecosystem tools like Next.js, Remix, Vite, and Tailwind CSS, plus enterprise UI solutions like KendoReact for building scalable, maintainable applications. 
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Which LLM writes the best analytical SQL?

Tinybird's LLM SQL Generation Benchmark evaluates how 19 popular language models perform in generating SQL queries to filter and aggregate large datasets. Comparing models like OpenAI's GPT-4 Turbo and Anthropic's Claude, the benchmark measures accuracy, efficiency, and query latency, highlighting the challenges LLMs face in writing semantically correct SQL efficiently. The analysis shows humans leading in efficiency, while LLMs often struggle with contextual understanding and optimization opportunities.
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Build A Search UI
A step-by-step guide to building a basic search UI using TypeSense and Laravel. Covers creating a simple Blade view with a search form, integrating TypeSense client to query a books collection, and displaying results in a styled list. The tutorial demonstrates setting up routes, handling query parameters, performing searches on the title field, and using Tailwind CSS for styling. This foundation prepares for more advanced features like instant search, result highlighting, and faceted filtering.
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Vite 7.0 is out! ​

Vite 7.0 introduces significant updates including Node.js 20.19+ requirement, new 'baseline-widely-available' browser target replacing 'modules', and experimental Environment API improvements. The release features Rolldown bundler integration for better performance, ViteConf going in-person in Amsterdam, and VoidZero's continued development of unified JavaScript toolchain. Migration from Vite 6 should be smooth with deprecated features removed.
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