Computer Science and Programming
Channel specialized for advanced topics of: * Artificial intelligence, * Machine Learning, * Deep Learning, * Computer Vision, * Data Science * Python Admin: @otchebuch Memes: @memes_programming Ads: @Source_Ads, https://telega.io/c/computer_science
Show moreπ Analytical overview of Telegram channel Computer Science and Programming
Channel Computer Science and Programming (@computer_science_and_programming) in the English language segment is an active participant. Currently, the community unites 140 493 subscribers, ranking 802 in the Technologies & Applications category and 88 in the Italy region.
π Audience metrics and dynamics
Since its creation on Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 140 493 subscribers.
According to the latest data from 30 August, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -752 over the last 30 days and by -56 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 7.74%. Within the first 24 hours after publication, content typically collects 1.89% reactions from the total number of subscribers.
- Post reach: On average, each post receives 10 875 views. Within the first day, a publication typically gains 2 656 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 14.
- Thematic interests: Content is focused on key topics such as sellerflash, github, developer, pricing, waybienad.
π Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
βChannel specialized for advanced topics of:
* Artificial intelligence,
* Machine Learning,
* Deep Learning,
* Computer Vision,
* Data Science
* Python
Admin: @otchebuch
Memes: @memes_programming
Ads: @Source_Ads,
https://telega.io/c/computer_sc...β
Thanks to the high frequency of updates (latest data received on 31 August, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Technologies & Applications category.
LocalStorage poses security risks for storing JWT tokens due to XSS vulnerability and lack of browser security features. A safer approach uses access tokens stored in memory (lost on page refresh) combined with refresh tokens in secure HttpOnly cookies. This pattern reduces XSS attack surface, ensures session expiry on tab close, and leverages browser cookie security flags. Token rotation further enhances security by invalidating refresh tokens after each use.
JetBrains outlines the benefits of migrating from Cursor to IntelliJ IDEA, highlighting IntelliJ's native AI capabilities, out-of-the-box configuration, and enterprise-ready features. The guide covers how to import settings and recreate familiar workflows, positioning IntelliJ IDEA as a more scalable solution for both beginners and professional developers working on complex projects.
A GitHub repository collecting leaked system prompts from popular LLM-based services. The project accepts contributions through pull requests with verifiable sources and reproducible prompts, while avoiding sensitive commercial code to prevent DMCA takedowns. The repository serves as a research resource cited in academic papers.
A comprehensive checklist covering frontend performance optimization techniques for 2025, including HTML optimization, CSS best practices, JavaScript management, image and video handling, font optimization, and server configuration. The guide emphasizes the business impact of performance, with statistics showing that faster sites see higher conversion rates and better user engagement. Key areas covered include lazy loading, modern image formats like WebP/AVIF, code splitting, CDN usage, and Core Web Vitals optimization. The checklist is platform-agnostic and provides actionable steps for developers to build faster web applications.
A comprehensive comparison between TanStack Form and React Hook Form for React applications. TanStack Form offers better type safety, framework-agnostic support, and advanced features for complex forms, while React Hook Form provides simpler APIs and broader community support. The choice depends on project complexity - React Hook Form for simple forms and quick setup, TanStack Form for large-scale applications requiring advanced form management capabilities
system prompt Anthropic has released the system prompts for their Claude 4 models, providing insights into prompt engineering and model personalities. The prompts offer guidance on effective use, limiting hallucinations, and maintaining model safety while they detail Claude's capabilities, including its preferences for conversation styles and ensuring copyright compliance.
Scrappy is a prototype tool designed for creating home-made apps, allowing users to craft personalized software for themselves and friends. It empowers the DIYer to create apps tailored to specific needs without extensive programming expertise. Scrappy provides a canvas-based environment similar to Figma, where users can incorporate interactive elements and share apps effortlessly, promoting collaboration. The tool aims to democratize software creation, fostering creativity and custom solutions beyond mass-market offerings.
Google officially confirmed plans to merge ChromeOS into Android, creating a unified platform across phones, tablets, and laptops. The merger aims to reduce development costs, create a cohesive ecosystem to compete with Apple, and enable better cross-device experiences. ChromeOS features like windowed multitasking, desktop mode, and Linux support will be built on top of Android. Developer previews are expected in late 2025, with consumer devices potentially shipping in 2026. While the move promises better app ecosystems and developer efficiency, challenges include potential hardware compatibility issues for older Chromebooks and the risk of Android fragmentation affecting the desktop experience.
The DRY (Don't Repeat Yourself) principle is often misapplied in software development. Copying code can actually be beneficial for maintaining momentum, discovering the right abstractions naturally, anThed avoiding premature optimization. Wrong abstractions are harder to remove than duplicated code and create mental overhead through multiple layers of indirection. The key is separating writing mode from refactoring mode, allowing duplication initially, and cleaning up once you understand the problem better. Sometimes similar-looking code serves different purposes and should remain separate to preserve context and enable independent evolution.
The post emphasizes the importance of understanding and respecting the complexities of problems encountered by developers. It cautions against using the term 'just' when suggesting solutions, as it can dismiss the intricacies and efforts involved. Instead, the post recommends asking for context, offering suggestions, acknowledging complexity, and being humble in communication.
The camel principle is a crucial mathematical technique that simplifies computation by adding or subtracting the same quantity without changing equality. Illustrated through both the quadratic equation and derivative calculations, this principle plays a vital role in methods like backpropagation in neural networks. Understanding these mathematical nuances allows for advancements in technology
This post argues for the use of React or similar JavaScript frameworks in modern web development, particularly for complex and interactive applications. It challenges the notion of relying solely on HTML, emphasizing that frameworks simplify state management, improve the developer experience, and enhance accessibility. Proper use of frameworks can prevent code complexity and bloat in applications with significant client-side interaction.
The hwb() color function in CSS, although designed to be intuitive by controlling whiteness and blackness, has seen declining usage due to common familiarity and more intuitive alternatives like hsl(). Newer color functions such as lab() and oklch() offer broader color ranges and perceptual uniformity, making them preferred options over hwb(). Though hwb() had a steep decline in adoption, it's still maintained for backward compatibility
