From MCP to multi-agents: The top 10 open source AI projects on GitHub right now and why they matter
Get insights on the latest trends from GitHub experts while catching up on these exciting new projects.
The post [From MCP to multi-agents: The top 10 open source AI projects on GitHub right now and why they matter](https://github.blog/open-source/maintainers/from-mcp-to-multi-agents-the-top-10-open-source-ai-projects-on-git … ⌘ Read more
MCP 流式 HTTP 協議深入研究
MCP 引入了一個全新的流式 HTTP 傳輸層，相比原來的 HTTP+SSE 傳輸機制有了顯著改進。本文將詳細分析該協議的設計理念、技術細節及其實際應用場景。模型上下文協議（MCP） 是一種用於 AI 模型與工具之間通信的標準協議。隨着 AI 應用變得越來越複雜並廣泛部署，原有的通信機制面臨一系列挑戰。GitHub 上的 PR #206 引入了一個全新的流式HTTP傳輸層，相比原來的 HTTP+S ⌘ Read more
gah i’ve been so busy working on love4eva! TL;DR i switched image backends from the test/dev only module i was using to the S3 one, but with a catch - i’m not using S3 or cloud shit!!! i instead got it to work with minio, so it’s a middle ground between self hosting the image uploads & being compatible with the highly efficient S3 module. i’m super happy with it :)
i posted a patreon update that details the changes more: https://www.patreon.com/posts/i-am-now-working-127687614
that post says i didn’t update my guide yet but i actually did like right after i made that post lol so you can CTRL+F for minio stuff there!
Cutting through the noise: How to prioritize Dependabot alerts
Learn how to effectively prioritize alerts using severity (CVSS), exploitation likelihood (EPSS), and repository properties, so you can focus on the most critical vulnerabilities first.
The post Cutting through the noise: How to prioritize Dependabot alerts appeared first on [The … ⌘ Read more
Qwen3: Think deeper, act faster
Article URL: https://qwenlm.github.io/blog/qwen3/
Comments URL: https://news.ycombinator.com/item?id=43825900
Points: 504
# Comments: 197 ⌘ Read more
GitHub for Beginners: Building a REST API with Copilot
See how you can use GitHub Copilot to build an API.
The post GitHub for Beginners: Building a REST API with Copilot appeared first on The GitHub Blog. ⌘ Read more
簡潔架構設計：如何設計一個合理的軟件架構？
提示：本文摘自: 「雲原生 AI 實戰營」 知識星球「Go 項目開發中級實戰課」的第 04 | 簡潔架構設計：如何設計一個合理的軟件架構？[1] 節課。 本文介紹的實戰項目 GitHub 地址爲：https://github.com/onexstack/miniblog 在開發項目之前，需要先設計一個合理的軟件架構。一個好的軟件架構不僅可以大大提高項目的迭代速度，還可以降低項目的閱讀和 ⌘ Read more
深入解讀 MCP 協議最新版本的 4 大升級【上】：傳輸機制與安全授權
MCP 協議的最新修訂版本（2025-03-26）已經在路上，儘管 SDK 尚未發佈，但規範內容已經基本定型，前期的各種解讀也在網絡上陸續出現。我們將結合官方文檔、Github 上的 PR 與社區討論等，爲大家深入解讀該版本中的四個較大的升級。Streamable HTTP 傳輸模式 OAuth2.1 的授權框架 JSON-RPC 批處理 增強工具註解 ⌘ Read more
Golang 日誌實時告警實現方案（Windows-Linux-Debian）
在 Golang 中實現跨平臺的日誌實時告警，可以通過以下幾種方式實現：通用實現方案1. 使用日誌監控庫package mainimport(“log”“os”“time”“github.com/hpcloud/tail”// 跨平臺文件跟蹤”github.com/robfig/cron”// 定時任務)funcsetupLogMonitor(logPath string){ t, err := ⌘ Read more
Golang 日誌實時告警實現方案（Windows-Linux-Debian）
在 Golang 中實現跨平臺的日誌實時告警，可以通過以下幾種方式實現：通用實現方案1. 使用日誌監控庫package mainimport(“log”“os”“time”“github.com/hpcloud/tail”// 跨平臺文件跟蹤”github.com/robfig/cron”// 定時任務)funcsetupLogMonitor(logPath string){ t, err := ⌘ Read more
https://helderman.github.io/htpataic/htpataic01.html How to program a text adventure in #C
谷歌 A2A 協議：Agent2Agent 的通信協議
A2A 協議A2A 文檔：https://google.github.io/A2A GitHub: https://github.com/google/A2A 想象一下這個場景： 你公司裏的 HR Agent 在篩選簡歷，財務 Agent 在覈對薪資，面試 Agent 在安排日程——但它們彼此無法溝通，就像三個互不理解的人在同一間辦公室各自工作。• 企業需要不斷切換系統，工作效率被 ⌘ Read more
Weightedrand：Go 權重隨機選擇
weightedrand (github.com/mroth/weightedrand) 是一個 Go 語言實現的權重隨機選擇庫，可以從一個元素列表中以不同的概率選擇一個元素，也就是所謂的加權隨機選擇（weighted random selection）。你可以爲每個元素設置 “權重”（可以理解爲概率的相對值），然後根據這些權重進行隨機選擇。安裝go get github.com/mroth/we ⌘ Read more
Today I added support for Let’s Encrypt to eris via DNS-01 challenge. Updated the gcore libdns package I wrote for Caddy, Maddy and now Eris. Add support for yarn’s cache to support # type = bot and optionally # retention = N so that feeds like @tiktok@feeds.twtxt.net work like they did before, and… Updated some internal metrics in yarnd to be IMO “better”, with queue depth, queue time and last processing time for feeds.
Go 利用 github-com-miekg-dns 進行安全分析與防護
在網絡安全領域，DNS（域名系統）是攻擊者和防禦者都非常關注的目標。攻擊者可以利用 DNS 進行隧道通信、數據滲透、欺騙攻擊，而安全專家則需要檢測和防禦這些威脅。本文將簡單地介紹 github.com/miekg/dns 庫，並通過代碼演示如何利用它進行 DNS 監控、流量分析和攻擊檢測。miekg/dns 介紹miekg/dns 是 Go 語言中比較流行的 DNS 解析庫之一，它支持：自定義 D ⌘ Read more
actix-request-reply-cache: A Redis-backed response caching middleware for Actix Web applications
Comments ⌘ Read more
How the GitHub CLI can now enable triangular workflows
The GitHub CLI now supports common Git configurations for triangular workflows. Learn more about triangular workflows, how they work, and how to configure them for your Git workflows. Then, see how you can leverage these using the GitHub CLI.
The post How the GitHub CLI can now enable triangular workflows appeared first on [The … ⌘ Read more
ChanX：Go 構建無限緩衝通道
chanx (github.com/smallnest/chanx) 一個用環形緩衝區（ringbuffer）實現的無界通道（unbounded channel）的 Go 語言庫。它非常適合在需要異步處理、生產者快於消費者、或對標準通道容量受限（如 make(chan T, N)）感到不滿足的場景中使用。爲什麼需要 Unbounded Channel？Go 原生的 chan 是有限容量的：默認是阻 ⌘ Read more
TacOS: an x86_64 UNIX-like OS from scratch
TacOS is a UNIX-like kernel which is able to run DOOM, among various other smaller userspace programs. It has things like a VFS, scheduler, TempFS, devices, context switching, virtual memory management, physical page frame allocation, and a port of Doom. It runs both on real hardware (tested on my laptop) and in the Qemu emulator. ↫ TacOS GitHub page TacOS – great name – is written in C, and explicitly a hobby and toy project. The code’s licensed … ⌘ Read more
A guide to deciding what AI model to use in GitHub Copilot
What to look for with each model and how to test them in your workflows—with tips, tricks, and pointers.
The post A guide to deciding what AI model to use in GitHub Copilot appeared first on The GitHub Blog. ⌘ Read more
https://github.com/jeffwitz/pdf2web-presenter Convert PDF presentations to interactive web slideshows
From prompt to production: Building a landing page with Copilot agent mode
See how I built a developer-focused landing page in under 30 minutes using GitHub Copilot agent mode and Claude 3.5 Sonnet—with just screenshots and prompts.
The post From prompt to production: Building a landing page with Copilot agent mode appeared fir … ⌘ Read more
Exploring GitHub CLI: How to interact with GitHub’s GraphQL API endpoint
Discover practical tips and tricks for forming effective GraphQL queries and mutations.
The post Exploring GitHub CLI: How to interact with GitHub’s GraphQL API endpoint appeared first on The GitHub Blog. ⌘ Read more
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@bender author explained why they do this https://girlboss.ceo/~strawberry/conduwuit.txt
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@abucci@anthony.buc.ci two things. Conduwuit, a Matrix server written in Rust, is no longer going to be developed. The other is, I didn’t mean to tag you, but because Yarnd was broken it happened. Apologies.
Why is SpaceVim’s github repo archived? ⌘ Read more
Copilot taking over?
I tried GitHub Copilot (Free) in Visual Studio Code again for some small GoBlog changes. Copilot can now generate tests (although it doesn’t feel intelligent, as you need to correct quite a few things), it can do code reviews before committing and it can generate commit messages. Of course, it can also do code completions and write complete code, if you want it to do so. ⌘ Read more
Show HN: Dia, an open-weights TTS model for generating realistic dialogue
Article URL: https://github.com/nari-labs/dia
Comments URL: https://news.ycombinator.com/item?id=43754124
Points: 500
# Comments: 151 ⌘ Read more
Racing into 2025 with new GitHub Innovation Graph data
Discover the latest trends and insights on public software development activity on GitHub with the quarterly release of data for the Innovation Graph, updated through December 2024.
The post Racing into 2025 with new GitHub Innovation Graph data appeared first on [The GitHub Blog](ht … ⌘ Read more
How to take climate action with your code
There are 60,000+ climate-focused projects on GitHub, explore one this Earth Day!
The post How to take climate action with your code appeared first on The GitHub Blog. ⌘ Read more