Endi mavjud! Telegram Tadqiqoti 2025 — yilning asosiy insaytlari 
Computer Science and Programming
Kanalga Telegram’da o‘tish
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
Ko'proq ko'rsatish📈 Telegram kanali Computer Science and Programming analitikasi
Computer Science and Programming (@computer_science_and_programming) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 142 321 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 815-o'rinni va Italiya mintaqasida 87-o'rinni egallagan.
📊 Auditoriya ko‘rsatkichlari va dinamika
невідомо sanasidan buyon loyiha tez o‘sib, 142 321 obunachiga ega bo‘ldi.
23 Iyun, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni -1 161 ga, so‘nggi 24 soatda esa -29 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.
- Tasdiqlash holati: Tasdiqlanmagan
- Jalb etish (ER): Auditoriya o‘rtacha 5.06% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 1.81% ini tashkil etuvchi reaksiyalarni to‘playdi.
- Post qamrovi: Har bir post o‘rtacha 7 204 marta ko‘riladi; birinchi sutkada odatda 2 581 ta ko‘rish yig‘iladi.
- Reaksiyalar va o‘zaro ta’sir: Auditoriya faol: har bir postga o‘rtacha 12 ta reaksiya keladi.
- Tematik yo‘nalishlar: Kontent sellerflash, github, developer, pricing, waybienad kabi asosiy mavzularga jamlangan.
📝 Tavsif va kontent siyosati
Muallif resursni shaxsiy fikrni ifoda etish maydoni sifatida ta’riflaydi:
“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_sc...”
Yuqori yangilanish chastotasi (oxirgi ma’lumot 24 Iyun, 2026 da olingan) sababli kanal doimo dolzarb va katta qamrovli bo‘lib qoladi. Analitika auditoriya kontent bilan faol hamkorlik qilishini, uni Texnologiyalar & Aralashmalar toifasidagi muhim ta’sir nuqtasiga aylantirishini ko‘rsatadi.
142 321
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-2924 soatlar
-3227 kunlar
-1 16130 kunlar
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| Sana | Obunachilarni jalb qilish | Esdaliklar | Kanallar | |
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| 20 Iyun | +1 | |||
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| 05 Iyun | +16 | |||
| 04 Iyun | +5 | |||
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| 02 Iyun | +3 | |||
| 01 Iyun | 0 |
Kanal postlari
Hello everyone some of you may not know but now we started to expand to WhatsApp and we are inviting you to join our WhatsApp channel link here 👇👇👇👇👇
WhatsApp Computer Science and Technology
We welcome you all to be part of this family
| 2 |  pg_kpart version 1.0
pg_kpart is a new PostgreSQL extension (v1.0) that enforces partition key usage by rejecting queries that would scan all partitions of a partitioned table. Without a usable predicate on the partition key, such queries cause full-hierarchy scans that saturate I/O and degrade performance for all connected users. The extension turns a fragile developer convention into a database-enforced guarantee, with features including an audit mode for gradual rollout, blacklist/whitelist scoping to target specific tables, and a dedicated SQLSTATE for application-level error handling. It is open source under the PostgreSQL license and available on GitHub. | 4 099 |
| 3 |  Using My Fucking Brain
A software engineer reflects on a moment where they let Claude handle an entire bug investigation and fix end-to-end — without ever reading the Sentry issue, the code, or the diff — and only realized it after merging. Claude happened to be correct, but the workflow would have looked identical if it had been wrong. The post argues that AI tools are valuable when they sharpen your thinking, but dangerous when they become a way to skip the cognitive work entirely. The author's new rule: if you can't explain the change, you can't ship it. | 4 325 |
| 4 |  Chrome for Developers
Chrome 146 introduces three notable features for web developers. Scroll-triggered animations enable declarative CSS-based control of animations based on scroll position, replacing common JavaScript-based scroll detection patterns. Scoped custom element registries allow multiple custom element definitions for the same tag name within a page, preventing naming conflicts when using libraries from multiple sources. The Sanitizer API provides a built-in way to strip script-executing content from user-supplied HTML, making it easier to build XSS-free web apps — this updated version is also available in Firefox. | 6 126 |
| 5 | ⚠ Message was hidden by channel owner | 1 698 |
| 6 | ⚠ Message was hidden by channel owner | 6 817 |
| 7 |  A thousand Postgres branches for $1
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| 8 |  PowerToys 0.100 is here: new Shortcut Guide, Command Palette improvements and much more!
PowerToys 0.100 ships with a brand-new Shortcut Guide that detects the active application and surfaces relevant shortcuts in a side pane. Command Palette gains an Extension Gallery for browsing and managing extensions, plus multi-monitor Dock support with per-display configurations. Power Display sees reliability and compatibility improvements including a new Max Compatibility Mode. ZoomIt adds webcam overlay support during recording and multi-clip appending with transitions. Under the hood, the project has been upgraded to .NET 10, the installer is 15% smaller, auto-update is more reliable, and Quick Accent and Workspaces have migrated to native Fluent-inspired WPF styling. | 9 160 |
| 9 |  Explore union types in C# 15
C# 15 introduces the `union` keyword in .NET 11 Preview 2, allowing developers to declare a closed set of case types with compiler-enforced exhaustive pattern matching. Unlike object, marker interfaces, or abstract base classes, union types don't require related types and prevent external extension. The compiler generates a struct with implicit conversions from each case type and astruct wiproperty. Switch expressions over union types are exhaustive without needing a discard arm, and adding a new case type triggers compiler warnings on incomplete switches. Custom union types are also supported via amarker inteattribute for existing libraries, including a non-boxing access pattern for performance-sensitive scenarios. Related proposals for closed hierarchies and closed enums round out a comprehensive exhaustiveness story for C#. | 9 720 |
| 10 | ⚠ Message was hidden by channel owner | 2 682 |
| 11 | Locally great, globally drifting
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| 15 |  Retrospective on My Job Search
A senior frontend engineer and former VP of Engineering shares a detailed retrospective on a 5-month job search in 2025-2026. Out of 60 applications, 78% were rejected without an interview, 23% ghosted entirely, and only 13 led to conversations. Key observations include the rise of AI-automated screening making it harder to pass initial filters, the blurring of job levels (junior, mid, senior, staff), and the challenge of being simultaneously over- and under-qualified when transitioning from executive leadership back to IC roles. The search ended successfully with a role at Duna, which was praised for its humane hiring process. | 12 352 |
| 16 |  TamboUI Promises to Bring Better Capabilities to Build TUIs in Java
TamboUI is a new Java library for building terminal user interfaces (TUIs), inspired by Rust's Ratatui and frameworks like Bubbletea and Charm. Currently at version 0.3.0, it offers a modular API spanning from low-level terminal drawing to high-level components, event handling, and CSS-like styling. The library is fully compatible with GraalVM for native binary compilation, addressing Java's historical startup time and distribution concerns. It has already been adopted by projects including Quarkus, Maveniverse Pilot, and Spring Initializr TUI. The creators argue that Java's maturity, combined with modern tooling like JReleaser and JBang, makes it well-suited for CLI and TUI development in 2026. | 11 609 |
| 17 | ⚠ Message was hidden by channel owner | 2 500 |
| 18 |  I replaced 6 paid subscriptions with a homelab on an old laptop — here's the full stack
A developer replaced six paid subscriptions (Plex Pass, UptimeRobot Pro, NextDNS, and others) totaling ~$400/year by running self-hosted alternatives on an old business laptop using Debian and Docker. The stack includes Jellyfin for media, Uptime Kuma for monitoring, Pi-hole with dnscrypt-proxy for network-wide DNS blocking, and more. The post covers both the practical benefits — built-in UPS via laptop battery, low power draw, portability — and honest trade-offs like initial setup time, occasional maintenance, and polish gaps in some open-source mobile apps compared to paid services. | 14 086 |
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| 20 | ⚠ Message was hidden by channel owner | 3 701 |
