Computer Science and Programming
前往频道在 Telegram
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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网络:📈 Telegram 频道 Computer Science and Programming 的分析概览
频道 Computer Science and Programming (@computer_science_and_programming) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 139 230 名订阅者，在 技术与应用 类别中位列第 815，并在 意大利 地区排名第 89 位。
📊 受众指标与增长动态
自 невідомо 创建以来，项目保持高速增长，吸引了 139 230 名订阅者。
根据 25 十月, 2026 的最新数据，频道保持稳定运转。过去 30 天订阅人数变化为 -575，过去 24 小时变化为 -53，整体触达仍然可观。
- 认证状态： 未认证
- 互动率 (ER)： 平均受众互动率为 10.18%。内容发布后 24 小时内通常能获得 1.94% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 14 176 次浏览，首日通常累积 2 706 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 38。
- 主题关注点： 内容集中在 sellerflash, github, developer, pricing, waybienad 等核心主题上。
📝 描述与内容策略
作者将该频道定位为表达主观观点的平台：
“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...”
凭借高频更新（最新数据采集于 26 十月, 2026），频道始终保持新鲜度与高覆盖。分析显示受众积极互动，使其成为 技术与应用 类别中的关键影响点。
139 230
订阅者
-5324 小时
-2187 天
-57530 天
正在加载数据
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十月 '2610月 '26
十月 '26
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+2 106
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十二月 '21
+2 333
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十二月 '20
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| 日期 | 订阅者增长 | 提及 | 频道 | |
| 26 十月 | +2 | |||
| 25 十月 | +1 | |||
| 24 十月 | +8 | |||
| 23 十月 | 0 | |||
| 22 十月 | +2 | |||
| 21 十月 | +5 | |||
| 20 十月 | +1 | |||
| 19 十月 | +11 | |||
| 18 十月 | +13 | |||
| 17 十月 | 0 | |||
| 16 十月 | +14 | |||
| 15 十月 | +2 | |||
| 14 十月 | +1 | |||
| 13 十月 | +3 | |||
| 12 十月 | +9 | |||
| 11 十月 | +38 | |||
| 10 十月 | +9 | |||
| 09 十月 | +14 | |||
| 08 十月 | +7 | |||
| 07 十月 | 0 | |||
| 06 十月 | 0 | |||
| 05 十月 | 0 | |||
| 04 十月 | +3 | |||
| 03 十月 | +34 | |||
| 02 十月 | +5 | |||
| 01 十月 | +10 |
频道帖子
Starcraft: Ashfall
This is a fan-made StarCraft game. It's free to play on web and mobile. You command Terran and Protoss forces to hold the bridge and see how deep the swarm goes. The first run is a warm-up before Endless. A Wild West season is a 3-day board, then the real season begins.
| 2 |  ⚠ Message was hidden by channel owner | 2 093 |
| 3 |  Pele – Mermaid diagrams as themeable SVG
Pele is a lightweight open source library that renders Mermaid diagrams to SVG, themed with CSS variables. It has zero dependencies and is 6 times smaller and up to 500 times faster than Mermaid.js. Gzip bundle size is 230 kB versus 1.6 MB for Mermaid.js, and render time is 0.05 to 0.3 ms versus 6 to 82 ms. It supports every diagram type built into Mermaid 12.1.0 and is developed for Obsidian. | 3 620 |
| 4 |  Coding Club
Brad Frost visits his daughter's after-school coding club to share his passion for web development. He demos browser DevTools tricks on Minecraft's website, shows his daughter's vibe-coded game, and builds a live interactive webpage using JSON data collected from the kids in real time. The post reflects on the joy of sharing the magic of coding with children, free from professional jargon and business concerns. | 3 255 |
| 5 |  Writing a SERP scraper is 20 minutes. Keeping it alive past day two? That's the part nobody warns you about — the 403s, the CAPTCHAs, the proxy pool that dies at 3am.
If you've been there, this is worth 2 minutes of your time:
Thordata's SERP API MCP Server. You plug it into your MCP client (Claude Desktop, Cursor, etc.) once, and your AI assistant pulls live Google / Bing / DuckDuckGo results on demand — no scraping code to write or maintain.
Setup is literally:
thordata-serp-mcp --api-key=YOUR_KEY
What you get back is structured JSON — organic results, ads, related queries. Feed it straight into your pipeline. No HTML parsing, no CAPTCHA babysitting, no dead-proxy alerts.
Free tier: 5,000 requests. Enough to build something real before paying a cent.
Docs & free key: https://www.thordata.com/products/serp-api/mcp-server?op=cianna&from=programming | 3 865 |
| 6 | #promo | 3 610 |
| 7 |  没有文字... | 8 425 |
| 8 |  Dark mode toggles: two states are enough • Lea Verou
(Light, Dark, System). The core argument is that users only seek out theme toggles when something is wrong — not to preemptively express intent — making the 'System' state irrelevant at the moment of interaction. Tri-state toggles expose the underlying data model rather than aligning with actual user goals, adding cognitive load and UI friction for an extremely rare use case. A well-implemented two-state toggle can still represent all three underlying states: the first click overrides to the opposite of the current resolved value, and the second click removes the override and returns to system default. Common mistakes include storing a value that matches the system preference (silently pinning the theme) or removing overrides when the OS preference changes. Exceptions where tri-state controls are appropriate include dedicated settings panels and sites that implement meaningfully different color schemes depending on the OS setting. | 14 646 |
| 9 |  BYD says it will have a solid-state car next year, the earliest date anyone has given
BYD executive Stella Li claims the company will have a solid-state battery model next year, the earliest date any automaker has cited, though no model, sales plan, or confirmation was given. Toyota targets 2027-2028, Honda and Mercedes around 2030, and LG Energy Solution estimates roughly a decade away for cars. Mercedes and VW's PowerCo are partnered with US-based Factorial Energy, while Taiwan's ProLogium is building a plant in Dunkirk, France. CarNewsChina speculates, via unconfirmed sources, that BYD's car will be a Yangwang flagship rivaling Rolls-Royce. Hyundai's research chief doubts the raw material cost problem will be solved within five years. | 16 620 |
| 10 |  Introducing G#: A Go-like language for .NET
G# is a new open-source, Go-inspired programming language that compiles to .NET, targeting systems programming and mobile applications while interoperating with existing .NET libraries and NuGet packages. It supports .NET 8 through 10 (10 preferred), offers a VS Code extension with language server support, and blends .NET-style async/await with Go-like fire-and-forget concurrency and channels via an optional extensions package. The language uses packages, funcs, structs and classes, and features like if let and for in for concise null checks and iteration. Beyond general development, it's positioned as an educational language and a lightweight candidate for WebAssembly and Hyperlight microVM scenarios, useful for developers moving from Swift or Kotlin into the .NET ecosystem. | 15 974 |
| 11 |  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. | 14 681 |
| 12 |  Introduction to Solon
A comprehensive tutorial walks through building a REST API with Solon, an independent enterprise Java framework, starting from a basic greeting endpoint and extending it into a task management API backed by H2 and MyBatis-Flex. It covers Solon's architecture, dependency injection, configuration layering, HTTP handling, and testing with solon-test, drawing comparisons to Spring Boot concepts throughout. The example uses Solon 4.1.0, Java 21, Maven 3.9.16, and MyBatis-Flex 1.11.8, with full source code available on GitHub. | 15 807 |
| 13 |  The strangler fig pattern: modernizing without a big-bang rewrite
A detailed guide to the strangler fig pattern for modernizing legacy systems capability by capability rather than through a big-bang rewrite. It covers how the facade layer routes traffic, the tradeoffs between dual writes and change data capture for data ownership during migration overlap, how to choose which capability to strangle first, why migrations commonly stall around 80% completion, the real infrastructure and reconciliation costs of running two systems in parallel, when the pattern is a poor fit, and how to define when a migration is actually finished versus just feature-complete | 14 963 |
| 14 |  Lessons From Four Years of Writing a Weekly Newsletter
A .NET blogger reflects on four years and 210 weekly issues of his newsletter, distilling four lessons: consistency beats brilliance, teaching accelerates learning, fundamentals (modular monoliths, domain-driven business rules, API contracts, idempotency, outbox pattern) outlast frameworks, and audience feedback sharpens thinking. He also shares his bullish stance on AI coding agents, arguing fundamentals become the review checklist for judging AI-generated code, and teases more AI-focused content ahead | 13 621 |
| 15 |  ⚠ Message was hidden by channel owner | 6 705 |
| 16 | ⚠ Message was hidden by channel owner | 5 563 |
| 17 | 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 | 16 276 |
| 18 |  ⚠ Message was hidden by channel owner | 7 919 |
| 19 | ⚠ Message was hidden by channel owner | 6 447 |
| 20 |  Dates Are Not Data, They Are Context · Nikhil Gautam
A developer recounts a bug where a billing report showed bills from the wrong day due to a timezone mismatch: the frontend sent plain calendar dates (e.g. '2026-01-01') without timezone context, and the backend converted them directly to JavaScript Date objects while MongoDB stored timestamps in UTC. The core lesson is that a calendar date is not the same as a timestamp - a date needs a timezone to be meaningful, and query boundaries should be computed in the user's local timezone before converting to UTC. Also covers using half-open [start, end) ranges to avoid excluding the last day of a range, and a mental model separating calendar dates, timestamps, and local date/time. | 15 540 |
