AI 资讯
Logitech’s new Mobi Fold squeezes a lot of functionality into a tiny folding mouse
Logitech finally announced its new ultraportable travel mouse following leaked marketing images that spoiled the surprise last month. As the name implies, the Mobi Fold is a compact mouse that can fold in half using a hinge that can pivot about 130 degrees. At $79.99 in graphite, off-white, lilac, and sand color options, the Mobi […]
AI 资讯
End-to-End GitHub Security Hardening Guide for Organizations
GitHub is not just a source code platform anymore. For most engineering organizations, GitHub is part identity system, part software supply chain, part CI/CD platform, part secret store, part deployment orchestrator, and part production change-control system. That means we should secure GitHub like a production control plane. This guide is written from the perspective of a CISO tightening GitHub across an organization. It is not a high-level best-practice list. It is a practical hardening baseline we can apply, audit, and improve over time. The goal is simple: Nobody should be able to compromise our source code, workflows, secrets, build systems, release process, or production environments because GitHub was loosely governed. How to Use This Guide Use it in three layers: Layer Audience Purpose Executive baseline CISO, Head of Engineering, Platform leadership Define why GitHub is a Tier-0 engineering control plane Security standard Security, Platform Engineering, AppSec, DevSecOps Define mandatory controls, evidence, exceptions, and ownership Operational runbook SOC, repository owners, release engineers Support onboarding, monitoring, detection, incident response, and quarterly review Control language in this guide should be interpreted as follows: Term Meaning Must / Required Mandatory baseline control unless a documented exception is approved Should / Recommended Strongly expected control; deviations require documented rationale May / Optional Context-dependent control based on repository classification and risk Exception Time-bound, risk-accepted deviation with owner, compensating controls, and review date Every mandatory control should eventually map to: Control ID → Requirement → Owner → Enforcement → Evidence → Monitoring → Exception path Section 29 provides the operational enforcement map that tells administrators where to find each GitHub setting, what to configure, and what evidence to retain. This prevents the standard from becoming a long checklist that no
AI 资讯
coding agents made repositories the security boundary
GitHub shipped a small changelog entry this week that says more about the future of coding agents than most of the launch demos. Security validation for third-party coding agents is now generally available. Not just for GitHub's own Copilot cloud agent. For third-party agents too, including Claude and OpenAI Codex. The feature sounds boring in the best possible way. When an agent creates code, GitHub can run CodeQL, check new dependencies against the GitHub Advisory Database, and use secret scanning to detect tokens, API keys, and other sensitive material. If it finds a problem, the agent tries to fix it. That is not the flashy part of agentic coding. It is the important part. Because once agents are allowed to act inside repos, the question stops being "which model wrote this diff?" and becomes "can the repository apply the same policy to every automation actor?" authorship is the wrong abstraction We still talk about generated code as if authorship is the primary thing that matters. Was this written by Copilot? Claude? Codex? A human with tab completion? A human who pasted something from a chat window and cleaned it up? A junior engineer following a Stack Overflow answer from 2018? Those distinctions matter for procurement and product marketing. They matter less for the repository. The repository has a simpler problem: a change is trying to enter the system. It may introduce a vulnerability, add a risky dependency, leak a secret, violate an internal rule, or be perfectly fine. That is why the GitHub change is interesting. It moves the useful boundary from "our approved coding assistant" to "any coding agent operating in this repository." the agent is now an actor For years, repository automation was mostly boring and legible. CI ran tests. Dependabot opened dependency updates. Release bots bumped versions. Linters complained. Security scanners commented. Humans reviewed. The automation could be annoying, but its shape was predictable. Coding agents are different.
开源项目
🔥 react / react - The library for web and native user interfaces.
GitHub热门项目 | The library for web and native user interfaces. | Stars: 245,699 | 547 stars this week | 语言: JavaScript
开源项目
From one-off prompts to workflows: How to use custom agents in GitHub Copilot CLI
Custom agents let GitHub Copilot CLI understand your stack and team workflows, turning one-off terminal prompts into repeatable, reviewable processes. The post From one-off prompts to workflows: How to use custom agents in GitHub Copilot CLI appeared first on The GitHub Blog .
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🔥 expressjs / express - Fast, unopinionated, minimalist web framework for node.
GitHub热门项目 | Fast, unopinionated, minimalist web framework for node. | Stars: 69,125 | 86 stars this week | 语言: JavaScript
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🔥 cube-js / cube - 📊 Cube Core is open-source semantic layer for AI, BI and emb
GitHub热门项目 | 📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics | Stars: 20,120 | 8 stars today | 语言: Rust
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🔥 Ataraxy-Labs / sem - Semantic version control => entity-level diffs, blame, and i
GitHub热门项目 | Semantic version control => entity-level diffs, blame, and impact analysis on top of git. 26 languages via tree-sitter. Built for coding agents. | Stars: 2,526 | 149 stars today | 语言: Rust
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🔥 edwardkim / rhwp - 아래한글 hwp viewer and editor by rust and wasm
GitHub热门项目 | 아래한글 hwp viewer and editor by rust and wasm | Stars: 3,298 | 12 stars today | 语言: Rust
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🔥 cloud-hypervisor / cloud-hypervisor - A Virtual Machine Monitor for modern Cloud workloads. Featur
GitHub热门项目 | A Virtual Machine Monitor for modern Cloud workloads. Features include CPU, memory and device hotplug, support for running Windows and Linux guests, device offload with vhost-user and a minimal compact footprint. Written in Rust with a strong focus on security. | Stars: 5,755 | 9 stars today | 语言: Rust
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🔥 zizmorcore / zizmor - Static analysis for GitHub Actions
GitHub热门项目 | Static analysis for GitHub Actions | Stars: 5,558 | 21 stars today | 语言: Rust
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🔥 mantinedev / mantine - A fully featured React components library
GitHub热门项目 | A fully featured React components library | Stars: 31,230 | 7 stars today | 语言: TypeScript
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🔥 actions / checkout - Action for checking out a repo
GitHub热门项目 | Action for checking out a repo | Stars: 7,977 | 9 stars today | 语言: TypeScript
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🔥 ZuodaoTech / everyone-can-use-english - 人人都能用英语
GitHub热门项目 | 人人都能用英语 | Stars: 34,539 | 106 stars today | 语言: TypeScript
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🔥 rabbitmq / rabbitmq-server - Open source RabbitMQ: core server and tier 1 (built-in) plug
GitHub热门项目 | Open source RabbitMQ: core server and tier 1 (built-in) plugins | Stars: 13,696 | 3 stars today | 语言: JavaScript
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🔥 CodeWithHarry / Sigma-Web-Dev-Course - Source Code for Sigma Web Development Course
GitHub热门项目 | Source Code for Sigma Web Development Course | Stars: 11,451 | 17 stars today | 语言: JavaScript
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🔥 dataease / SQLBot - 🔥 基于大模型和 RAG 的智能问数系统,对话式数据分析神器。Text-to-SQL Generation via LL
GitHub热门项目 | 🔥 基于大模型和 RAG 的智能问数系统,对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG. | Stars: 6,231 | 10 stars today | 语言: JavaScript
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🔥 robinebers / openusage - Burning through your subscriptions too fast? Paying for stuf
GitHub热门项目 | Burning through your subscriptions too fast? Paying for stuff you never use? Stop guessing. OpenUsage is free and open source. | Stars: 2,808 | 17 stars today | 语言: JavaScript
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🔥 blackmatrix7 / ios_rule_script - 分流规则、重写写规则及脚本。
GitHub热门项目 | 分流规则、重写写规则及脚本。 | Stars: 26,570 | 109 stars today | 语言: JavaScript
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🔥 jianchang512 / pyvideotrans - Translate the video from one language to another and embed d
GitHub热门项目 | Translate the video from one language to another and embed dubbing & subtitles. | Stars: 17,884 | 22 stars today | 语言: Python