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Computer Science and Programming

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

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๐Ÿ“ˆ 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 142 775 subscribers, ranking 815 in the Technologies & Applications category and 87 in the Italy region.

๐Ÿ“Š Audience metrics and dynamics

Since its creation on ะฝะตะฒั–ะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 142 775 subscribers.

According to the latest data from 13 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -1 316 over the last 30 days and by -26 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 6.13%. Within the first 24 hours after publication, content typically collects 1.79% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 8 753 views. Within the first day, a publication typically gains 2 559 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 17.
  • Thematic interests: Content is focused on key topics such as sellerflash, github, developer, pricing, waybienad.

๐Ÿ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
โ€œChannel 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...โ€

Thanks to the high frequency of updates (latest data received on 14 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.

142 775
Subscribers
-2624 hours
-1847 days
-1 31630 days
Posts Archive
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๐——๐—ถ๐—ฑ ๐—œ ๐—ด๐—ถ๐˜ƒ๐—ฒ ๐—บ๐˜† ๐—ฏ๐—ฒ๐˜€๐˜ ๐—น๐—ฎ๐˜€๐˜ ๐˜„๐—ฒ๐—ฒ๐—ธ? There are no two same days nor two same weeks The "best" can mean differe
๐——๐—ถ๐—ฑ ๐—œ ๐—ด๐—ถ๐˜ƒ๐—ฒ ๐—บ๐˜† ๐—ฏ๐—ฒ๐˜€๐˜ ๐—น๐—ฎ๐˜€๐˜ ๐˜„๐—ฒ๐—ฒ๐—ธ? There are no two same days nor two same weeks The "best" can mean different on "different" days This is why we need to have weekly and monthly goals And the results are that matters, not the effort I wish you a great week ahead ๐Ÿ‘‹

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๐—›๐—ผ๐˜„ ๐˜๐—ผ ๐˜‚๐˜€๐—ฒ ๐˜‚๐—ป๐—ฑ๐—ผ๐—ฐ๐˜‚๐—บ๐—ฒ๐—ป๐˜๐—ฒ๐—ฑ ๐—ช๐—ฒ๐—ฏ ๐—”๐—ฃ๐—œ๐˜€? There are several methods to tackle this issue, primarily involving intercepting traffic originating from a web API. If the goal is to intercept HTTP/HTTPS traffic from various sources, one approach involves manually constructing a custom sniffer. However, this method can be burdensome as it requires tailoring the solution for each API individually. Now, Postman offers a solution to sniff traffic from any API with the HTTP/HTTP protocol. What is good about this feature is that traffic capture enables you to generate a Postman collection, which you can then use to test, evaluate, and document captured APIs. Check more at the following link: ๐Ÿ”—https://blog.postman.com/introducing-postman-new-improved-system-proxy/.

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๐—ง๐—ต๐—ฒ ๐—•๐—ฒ๐˜€๐˜ ๐—ฆ๐—ผ๐—ณ๐˜๐˜„๐—ฎ๐—ฟ๐—ฒ ๐—”๐—ฟ๐—ฐ๐—ต๐—ถ๐˜๐—ฒ๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ ๐—•๐—ผ๐—ผ๐—ธ๐˜€ ๐—œ๐—ป ๐—˜๐˜ƒ๐—ฒ๐—ฟ๐˜† ๐—–๐—ฎ๐˜๐—ฒ๐—ด๐—ผ๐—ฟ๐˜† Check out this list of
๐—ง๐—ต๐—ฒ ๐—•๐—ฒ๐˜€๐˜ ๐—ฆ๐—ผ๐—ณ๐˜๐˜„๐—ฎ๐—ฟ๐—ฒ ๐—”๐—ฟ๐—ฐ๐—ต๐—ถ๐˜๐—ฒ๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ ๐—•๐—ผ๐—ผ๐—ธ๐˜€ ๐—œ๐—ป ๐—˜๐˜ƒ๐—ฒ๐—ฟ๐˜† ๐—–๐—ฎ๐˜๐—ฒ๐—ด๐—ผ๐—ฟ๐˜† Check out this list of all books tagged with software architecture. They are ranked based on Goodreads score with applied simple algorithmic rules (relevant to software architecture, content is not obsolete, it must be tech agnostic, and average rating > 3.5). Rating is based on the number of written reviews, including the average rating, the number of ratings, and the publishing date. ๐Ÿ’ป https://github.com/mhadidg/software-architecture-books

๐—š๐—ถ๐˜ ๐— ๐—ฒ๐—ฟ๐—ด๐—ฒ ๐˜ƒ๐˜€ ๐—ฅ๐—ฒ๐—ฏ๐—ฎ๐˜€๐—ฒ One of the most powerful Git features is branching. Yet, while working with it, we must i
๐—š๐—ถ๐˜ ๐— ๐—ฒ๐—ฟ๐—ด๐—ฒ ๐˜ƒ๐˜€ ๐—ฅ๐—ฒ๐—ฏ๐—ฎ๐˜€๐—ฒ One of the most powerful Git features is branching. Yet, while working with it, we must integrate changes from one branch into another. The way how to do this can be different. We have two ways to do it: ๐Ÿญ. ๐— ๐—ฒ๐—ฟ๐—ด๐—ฒ When you merge Branch A into Branch B (with ๐š๐š’๐š ๐š–๐šŽ๐š›๐š๐šŽ), Git creates a new merge commit. This commit has two parents, one from each branch, symbolizing the confluence of histories. It's a non-destructive operation, preserving the exact history of your project, warts, and all. Merges are particularly useful in collaborative environments where maintaining the integrity and chronological order of changes is essential. Yet, merge commits can clutter the history, making it harder to follow specific lines of development. ๐Ÿฎ. ๐—ฅ๐—ฒ๐—ฏ๐—ฎ๐˜€๐—ฒ When you rebase Branch A onto Branch B (with ๐š๐š’๐š ๐š›๐šŽ๐š‹๐šŠ๐šœ๐šŽ), you're essentially saying, "Let's pretend these changes from Branch A were made on top of the latest changes in Branch B." Rebase rewrites the project history by creating new commits for each commit in the original branch. This results in a much cleaner, straight-line history. Yet, it could be problematic if multiple people work on the same branch, as rebasing rewrites history, which can be challenging if others have pulled or pushed the original branch. So, when to use them: ๐Ÿ”น ๐—จ๐˜€๐—ฒ ๐—บ๐—ฒ๐—ฟ๐—ด๐—ถ๐—ป๐—ด ๐˜๐—ผ ๐—ฝ๐—ฟ๐—ฒ๐˜€๐—ฒ๐—ฟ๐˜ƒ๐—ฒ ๐˜๐—ต๐—ฒ ๐—ฐ๐—ผ๐—บ๐—ฝ๐—น๐—ฒ๐˜๐—ฒ ๐—ต๐—ถ๐˜€๐˜๐—ผ๐—ฟ๐˜†, especially on shared branches or for collaborative work. It's ideal for feature branches to merge into a main or develop branch. ๐Ÿ”น ๐—จ๐˜€๐—ฒ ๐—ฟ๐—ฒ๐—ฏ๐—ฎ๐˜€๐—ถ๐—ป๐—ด ๐—ณ๐—ผ๐—ฟ ๐—ฝ๐—ฒ๐—ฟ๐˜€๐—ผ๐—ป๐—ฎ๐—น ๐—ฏ๐—ฟ๐—ฎ๐—ป๐—ฐ๐—ต๐—ฒ๐˜€ or when you want a clean, linear history for easier tracking of changes. Remember to rebase locally and avoid pushing rebased branches to shared repositories. Also, be aware ๐—ป๐—ผ๐˜ ๐˜๐—ผ ๐—ฟ๐—ฒ๐—ฏ๐—ฎ๐˜€๐—ฒ ๐—ฝ๐˜‚๐—ฏ๐—น๐—ถ๐—ฐ ๐—ต๐—ถ๐˜€๐˜๐—ผ๐—ฟ๐˜†. If your branch is shared with others, rebasing can rewrite history in a way that is disruptive and confusing to your collaborators.

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๐——๐—ผ ๐˜†๐—ผ๐˜‚ ๐˜€๐˜‚๐—ณ๐—ณ๐—ฒ๐—ฟ ๐—ณ๐—ฟ๐—ผ๐—บ ๐—œ๐—บ๐—ฝ๐—ผ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฆ๐˜†๐—ป๐—ฑ๐—ฟ๐—ผ๐—บ๐—ฒ? Always believing that you must know everything before do
๐——๐—ผ ๐˜†๐—ผ๐˜‚ ๐˜€๐˜‚๐—ณ๐—ณ๐—ฒ๐—ฟ ๐—ณ๐—ฟ๐—ผ๐—บ ๐—œ๐—บ๐—ฝ๐—ผ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฆ๐˜†๐—ป๐—ฑ๐—ฟ๐—ผ๐—บ๐—ฒ? Always believing that you must know everything before doing? Adjust your viewpoint. Be a smart learner!

๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—ณ๐˜‚๐—ป๐—ฑ๐—ฎ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐—น๐˜€, ๐—ป๐—ผ๐˜ ๐—ณ๐—ฟ๐—ฎ๐—บ๐—ฒ๐˜„๐—ผ๐—ฟ๐—ธ๐˜€ Have you ever wondered why some technologies are still with
๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—ณ๐˜‚๐—ป๐—ฑ๐—ฎ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐—น๐˜€, ๐—ป๐—ผ๐˜ ๐—ณ๐—ฟ๐—ฎ๐—บ๐—ฒ๐˜„๐—ผ๐—ฟ๐—ธ๐˜€ Have you ever wondered why some technologies are still with us, and some disappeared? Here is ๐˜๐—ต๐—ฒ ๐—Ÿ๐—ถ๐—ป๐—ฑ๐˜† ๐—˜๐—ณ๐—ณ๐—ฒ๐—ฐ๐˜ to explain it. This effect tells me that ๐—ฏ๐˜† ๐˜๐—ต๐—ฒ ๐˜๐—ถ๐—บ๐—ฒ ๐—œ ๐—ฟ๐—ฒ๐˜๐—ถ๐—ฟ๐—ฒ, ๐—ฑ๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ผ๐—ฝ๐—ฒ๐—ฟ๐˜€ ๐˜„๐—ถ๐—น๐—น ๐˜€๐˜๐—ถ๐—น๐—น ๐—ฏ๐—ฒ ๐˜‚๐˜€๐—ถ๐—ป๐—ด ๐—–# ๐—ฎ๐—ป๐—ฑ ๐—ฆ๐—ค๐—Ÿ. It is a concept in technology and innovation that suggests that the future life expectancy of a non-perishable item is proportional to its current age. In other words, the longer an item has been in use, the longer it is likely to continue to be used. The concept was named after Lindy's Deli in New York City, where Nassim Nicholas Taleb popularized it in his book "๐—ง๐—ต๐—ฒ ๐—•๐—น๐—ฎ๐—ฐ๐—ธ ๐—ฆ๐˜„๐—ฎ๐—ป." According to Taleb, the Lindy effect applies to many things, including technologies, ideas, and cultures, and evaluates their potential longevity. In software development, we see that ๐—ณ๐—ฟ๐—ฎ๐—บ๐—ฒ๐˜„๐—ผ๐—ฟ๐—ธ๐˜€ ๐—ฐ๐—ผ๐—บ๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐—ด๐—ผ, ๐—ฏ๐˜‚๐˜ ๐—น๐—ฎ๐—ป๐—ด๐˜‚๐—ฎ๐—ด๐—ฒ๐˜€ ๐˜€๐˜‚๐—ฐ๐—ต ๐—ฎ๐˜€ ๐—ฆ๐—ค๐—Ÿ ๐—ผ๐—ฟ ๐—–# ๐—ฎ๐—ป๐—ฑ ๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐˜€ ๐˜€๐˜‚๐—ฐ๐—ต ๐—ฎ๐˜€ ๐—ข๐—ฏ๐—ท๐—ฒ๐—ฐ๐˜-๐—ผ๐—ฟ๐—ถ๐—ฒ๐—ป๐˜๐—ฒ๐—ฑ ๐—ฝ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ๐—บ๐—ถ๐—ป๐—ด ๐—ผ๐—ฟ ๐—ฆ๐—ข๐—Ÿ๐—œ๐—— ๐—ฝ๐—ฟ๐—ถ๐—ป๐—ฐ๐—ถ๐—ฝ๐—น๐—ฒ๐˜€ ๐˜€๐˜๐—ฎ๐˜†. All the energy I put into learning those technologies 10-15 years ago continues to support my work today. Some things changed, but the fundamentals stayed and even got better. So, try to ๐—น๐—ฒ๐—ฎ๐—ฟ๐—ป ๐˜๐—ต๐—ถ๐—ป๐—ด๐˜€ ๐˜๐—ต๐—ฎ๐˜ ๐—ฑ๐—ผ๐—ป'๐˜ ๐—ฐ๐—ต๐—ฎ๐—ป๐—ด๐—ฒ (quote from Jeff Bezos). Focus on foundations, not frameworks. I've been doing this for two decades now.

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UNTANGLE Spring Security Architecture ๐Ÿ”’ Authentication and Authorization: - Validates user identity and orchestrates controlled resource access. - Empowers comprehensive user authentication and nuanced authorization. Security Filters: - Intercepts incoming requests, meticulously enforcing security measures. - Offers a flexible, layered security filter chain for diverse protection strategies. Custom Authentication Providers: - N Authentication Provider: Extends authentication capabilities beyond default configurations. Facilitates tailored authentication strategies and seamless integration. - DaoAuthentication Provider: Adopts a database-backed approach for user authentication. Scrutinizes user credentials against stored records, heightening security. Authentication Manager: - Orchestrates the authentication process, coordinating various authentication providers. - Serves as a pivotal component in managing user identity verification. Token-based Security (JWT): - Implements advanced token-based authentication for stateless communication. - Facilitates secure interaction without the need for server-side storage. Session Management: - Efficiently manages user sessions, mitigating session-related risks. - Provides adaptability for session creation, tracking, and invalidation. Authentication Tokens: - Username Password Authentication Token:Represents user credentials for authentication purposes. - Leverages usernames and passwords for robust user verification. Add/Remove Authentication Token: - Dynamically enables the addition and removal of authentication tokens. - Ensures real-time control over user authentication, promoting flexibility.