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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 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 142 801 subscribers, ranking 815 in the Technologies & Applications category and 86 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 142 801 subscribers.
According to the latest data from 12 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -1 293 over the last 30 days and by -25 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 5.74%. Within the first 24 hours after publication, content typically collects 1.81% reactions from the total number of subscribers.
- Post reach: On average, each post receives 8 196 views. Within the first day, a publication typically gains 2 581 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 16.
- 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 13 June, 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.
142 801
Subscribers
-2524 hours
-2107 days
-1 29330 days
Posts Archive
Repost from Worldβs History
β Message was hidden by channel owner
From Junior to Senior Developer with ChatGPT
ChatGPT and similar AI tools can significantly aid developers by analyzing code, suggesting improvements, writing tests, and more. Their effectiveness depends on clear, specific prompts. While they are not designed to solve new or niche problems independently, they excel in tasks like code contextualization, reviews, and documentation. Tools like GitHub Copilot leverage additional context to provide more relevant suggestions, bridging the gap between junior and senior developer roles.π https://www.codemotion.com/magazine/ai-ml/from-junior-to-senior-developer-with-chatgpt
Toasts are Bad UX
TLDR Toasts often appear far from the user's focus, leading to jarring interactions. For example, YouTube's toast notifications conflict with other on-screen actions. A redesign suggests directly integrating feedback into user actions, such as placing indicators near interacted elements. Examples from Gmail and clipboard actions further illustrate unnecessary toast usage. Ultimately, no feedback is worse, but there are better methods than relying on toasts.π https://maxschmitt.me/posts/toasts-bad-ux
11 open source AI projects that developers will love
TLDR Explore 11 open source AI projects aimed at easing software development. Projects like Upscayl enhance image resolution, Nyro automates mundane tasks, and Wren AI translates natural language into SQL. Tools like Geppetto and E2B sandboxes integrate AI with productivity tools, while DSPy and Guardrails optimize AI model training and accuracy. These projects demonstrate the potential of AI in transforming everyday tasks and development workflows.πhttps://www.infoworld.com/article/3566915/11-open-source-ai-projects-that-developers-will-love.html
10 Best Resources to Learn Software Architecture in 2025
TLDR Mastering software architecture is crucial for handling complex systems and transitioning from a developer role to an architect role. Essential resources include books like 'Designing Data-Intensive Applications' and courses such as 'The Complete Microservices and Event-Driven Architecture' on Udemy. Additionally, whitepapers and engineering blogs provide valuable insights. These resources cover various architectural styles, principles, and real-world challenges, helping you design scalable, maintainable, and high-performing systems.π https://medium.com/javarevisited/10-best-resources-to-learn-software-architecture-in-2025-2524ac91dc76
Using GPT-4o for web scraping
TLDR A developer experimented with using GPT-4o's structured outputs for web scraping, creating an AI-assisted web scraper. While the model performed well with simple and complex tables, it struggled with combined rows and generating XPaths. Cost is a concern due to the model's character volume requirements. Future improvements could include better UX through capturing browser events and further refining HTML data cleanup.π https://blancas.io/blog/ai-web-scraper
What is a Load Balancer?
TLDR A load balancer distributes network or application traffic across multiple servers to ensure availability, reliability, and performance. There are different types of load balancers, including hardware, software, cloud-based, Layer 4, Layer 7, and Global Server Load Balancing. Load balancers improve scalability and help manage large-scale applications efficiently. The post also touches on various design patterns for Kubernetes and highlights a sponsored service by QA Wolf for improved QA cycles.π https://blog.bytebytego.com/p/ep123-what-is-a-load-balancer
How does Garbage Collection work?
TLDR Garbage collection is a crucial automatic memory management feature used in many programming languages. Java offers multiple garbage collectors tailored to different scenarios, Python employs reference counting alongside a cyclic collector to handle circular references, and GoLang utilizes a concurrent mark-and-sweep garbage collector to minimize application pauses. Additional topics include tools for designing fault-tolerant systems and key system design trade-offs.π https://blog.bytebytego.com/p/ep125-how-does-garbage-collection
Open source tools to boost your productivity
TLDR Open source technology offers alternatives to many proprietary software tools, providing benefits like added transparency, customizability, and security. Highlighted tools include Penpot for design, Cal.com for scheduling, Screenity for screen recording, Jitsi for video conferencing, Nextcloud for cloud storage, Ghost for publishing, and more. Each offers features to help individuals and businesses move away from Big Tech incumbents without compromising productivity.π https://techcrunch.com/2024/08/11/a-not-quite-definitive-guide-to-open-source-alternative-software/
VS Code Setup - Recommended Extensions
TLDR A curated list of recommended Visual Studio Code extensions categorized by their use cases, such as markdown support, general writing, GitHub integration, CSV handling, Japanese language tools, styling and themes, and various utility extensions. Includes a step-by-step guide for easy installation of all listed extensions via an `extensions.json` file.https://dev.to/ahandsel/vs-code-setup-recommended-extensions-4877
13 Open-Source Google Chrome Extensions I Love and Recommend
TLDR Google Chrome, holding over 60% of the market share, offers a variety of open-source extensions that enhance user experience. This list includes 13 top open-source extensions such as Dark Reader for eye protection, GitOwl to optimize GitHub usage, DuckDuckGo Privacy Essentials for privacy, Simple Translate for multilingual browsing, Page Assist for AI integration, and many more. These extensions serve a wide range of purposes from privacy protection to development tools, all with the added benefit of being open-source.π https://itsfoss.com/open-source-chrome-extensions/
Bad questions for Senior Frontend Dev Interview
TLDR The current landscape of technical interviews for Senior Frontend Developers often includes questions that fail to assess practical experience and real-world problem-solving skills. Common questions like the workings of the Event Loop, differences between arrow functions and regular functions, or memory management often focus on rote memorization rather than actual expertise. The post argues for more meaningful, experience-based questions that better evaluate a candidateβs ability to apply theoretical knowledge practically.π https://medium.com/@maks-dolgikh/bad-questions-for-senior-frontend-dev-interview-2c94dd937d75
Whatβs the Difference Between interface and
@interface in Java?'
TLDR An interface in Java specifies a behavior that implementing classes must fulfill, containing method signatures without implementations, and supporting abstraction, multiple inheritance, and loose coupling. On the other hand, the @interface is used to define custom annotations that add metadata to code elements for use during compilation or runtime by tools and frameworks. Key annotations like @Retention and @Target further specify how and where these annotations can be applied.π https://www.baeldung.com/java-interface-vs-annotation
Donβt miss the biggest altcoin surgeβοΈ
Bitcoin is breaking ATH, and the altcoin market is ready to explode. The smart money is already moving.
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https://t.me/+U_cVPf5gXC03NTUy
How I Use ChatGPT as a Frontend Developer (5 Ways)
TLDR A frontend developer shares five ways to use ChatGPT for optimizing workflow, including formatting JSON, creating UI skeletons, generating random data, working with regular expressions, and finding code solutions. By leveraging ChatGPT, tasks such as creating Material UI skeletons or finding regex solutions become more efficient, saving time and enhancing productivity.π https://medium.com/@sumsourabh14/how-i-use-chatgpt-as-a-frontend-developer-5-ways-0494d6f1ab54
