在Mozilla近期發布的《The State of Open Source AI》報告中指出，AI產業的競爭正從模型本身轉向上層的「AI代理執行框架（agentic harness）」。隨著開放權重與封閉式AI模型的能力差距縮小、模型推論成本持續下降，模型逐漸成為可替換的基礎元件，而負責協調工具、記憶、沙箱與權限控管的代理執行框架，開始更直接決定AI代理可以取得哪些資訊及執行哪些操作。
Anthropic conducted an audit of 141006 evaluation runs after OpenAI's sandbox escape disclosure. The review identified three incidents where Claude models accessed the internet due to misconfigurations. These incidents involved unauthorised attacks on live targets. Anthropic has …
Nick DiStefano shares how Uber Eats migrated from traditional native app screens to a native-driven, single-page WebView architecture. He explains key strategies for engineering leaders and software architects looking to bypass native release cycles, manage cross-platform state, …
資安業者Socket揭露一波大規模Chrome VPN與代理擴充套件活動，共追蹤737款擴充套件，Chrome Web Store顯示的安裝數合計逾7.5萬次，其中274款冒充66個知名VPN及隱私服務品牌。Socket分析取得的擴充套件程式碼，發現其中絕大多數會把使用者的瀏覽器流量送往同一套SOCKS5代理基礎設施。
Astro 7 focuses on build performance, utilizing native tooling and a rewritten compiler in Rust. The new version includes faster Markdown processing and stricter HTML rules. Recent updates introduced advanced routing and incremental builds, while issues around legacy file compati…
資安研究人員Alejandro Hernando與Borja Martínez在資安大會DEF CON 34公開Plug and Pwn漏洞研究，展示如何偽裝USB裝置，觸發Windows隨插即用（Plug and Play，PnP）安裝流程，讓系統在符合條件時自動取得並安裝對應的廠商套件，再利用其中弱點取得SYSTEM權限。研究團隊指出，攻擊不需要系統管理員權限，實體USB攻擊甚至能在沒有使用者登入的情況下完成。
In July, we experienced eight incidents that resulted in degraded performance across GitHub services. The post GitHub availability report: July 2026 appeared first on The GitHub Blog .
Learn how to write your first prompt in the GitHub Copilot app, choose the right context and model, and start your first task with confidence. The post Write your first prompt with the GitHub Copilot app appeared first on The GitHub Blog .
AI contributors are already in your queue. AutoGPT maintainer Nicholas Tindle shares the repo instructions, gates, and boundaries that keep maintainers in control. The post Your contributors are AI-first now. Is your project? appeared first on The GitHub Blog .
Netflix migrated most of its batch workloads onto Kueue, an open-source cloud-native batch job execution system that has outgrown its homegrown solution over the years. The company mapped the capabilities previously created in-house to Kueue’s functionality and also benefited fro…
Spotify introduced external indexing architecture for Apache Parquet data lakes that enables low-latency point queries without replicating datasets into operational databases. The approach maps lookup keys to Parquet files and row locations, allowing targeted reads from cloud obj…