We’re using Codex to reduce the backporting process time from days to hours per fix, empowering human patch reviewers to rapidly submit fixes for critical software.
Nguồn: https://blog.trailofbits.com/2026/11/02/backporting-security-fixes-at-scale-with-codex. 8 Sync News chỉ tóm tắt và dẫn link; bản quyền nội dung thuộc tác giả và nguồn gốc.
Đọc tin ở đây, luyện code, học theo lộ trình và luyện IELTS trên các sản phẩm anh em — tất cả kết nối với nhau trong hệ sinh thái 8 Sync.
Cổng chính của hệ sinh thái: giới thiệu sản phẩm, blog và bảng giá trọn bộ.
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Xem lộ trình1.000 bài DSA, đề tiếng Việt, chấm tự động 7 ngôn ngữ — nhiều bài FREE, chạy ngay trên trình duyệt.
Luyện miễn phíChấm bốn kỹ năng IELTS bằng AI, phản hồi chi tiết theo rubric.
Dùng thử miễn phíAI IDE 22 MB cho dev Việt.
Tải miễn phíBộ nhớ tổ chức cho AI agent.
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Dùng thửA leaked Raspberry Pi DeviceTree file reveals hardware details of the Pi Zero 3W, including a BCM2711 chip, PCIe support, a power button, an extra LED, and an eMMC option. This serves as the entry point for an intro to DeviceTree, the format that tells Linux kernels what CPU, drivers, and interfaces a board has. DeviceTree source files (.dts, .dtsi) compile into binary .dtb/.dtbo files the kernel reads, and the device-tree-compiler package handles both compiling and decompiling. The guide covers includes, base files, and overlays, recommends learning from Raspberry Pi's overlay directory and repos like Radxa and Armbian, and warns that LLMs sometimes hallucinate overlay properties.
sbom-cve-check 1.4.0 has been released, adding an OpenVEX exporter and improving Linux kernel CVE analysis and version parsing. The new openvex export type, contributed by Andrey Zhizhikin, generates OpenVEX v0.2.0 documents with VEX assessments, configurable via a new --export-author option. Kernel CVE handling now distinguishes mainline versions like 6.12 from stable versions like 6.12.34 to reduce false positives and negatives. Version parsing also gained support for formats like 0.9~rc5 and Ubuntu-style suffixes, and build metadata like 1.25.0+4f85853f64 is now ignored per semver rules. Install or upgrade with pip install --upgrade "sbom-cve-check[extra]".
An interactive guide to the Model Context Protocol: every JSON-RPC message on the wire, step by step. Transports, OAuth, tools, resources, sampling, elicitation, tasks, tool search and codemode.
Discover more about what's new at AWS with Amazon Bedrock AgentCore now offers a Web Search API
This post draws on a talk co-presented with Julien Semaan of Kubex at KubeCon + CloudNativeCon Europe 2026; GitOps Gone Wild: Hardening Delivery Pipelines for…
I priced 30 days of my real Codex usage at API rates. A $100 plan covered $745 of API-equivalent work. Here's the math, the script to run on your own logs, and when the API still wins.
A modern Linux desktop suite with beautiful widgets and powerful monitoring - optimized for niri, Hyprland, mangowm, Sway, and Miracle WM.
What changed in the Go ecosystem since last year? We looked at the Developer Ecosystem 2026 survey to bring you the answers.
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