AI 辅助开发的关键不在 AI 本身的能力，而在于人为 AI 建立的约束体系——通过 Skills 技能包注入领域知识、AGENTS.md 沉淀项目规范、飞轮效应让错误只犯一次，将模糊目标转化为 AI 可精确执行的高质量指令，从提出需求到代码合入，甚至本篇分享也是AI生成。
My keyboard replaced half my CAD clicks.
A single misconfigured server has exposed the complete toolkit of an active a three-actor phishing ecosystem. According to ...
An exposed attack server led Lexfo to three Microsoft 365 phishing operations using Evilginx and device code abuse to capture ...
XDA Developers on MSN
I have 21 Docker containers and zero documentation — my local LLM fixed that in an hour
An hour beats a weekend I never had.
The global Java development ecosystem experienced significant structural changes this week following the introduction of a new OpenJDK enhancement draft alongside warnings from cybersecurity ...
GitHub also launches Codex as an agent provider in JetBrains IDEs and rolls out AI credit pools giving enterprise admins ...
GitHub Copilot VS Code browser tools are now generally available and enabled by default for all paid Copilot subscribers. The ...
Sophos says Claude Code, Cursor, and Codex triggered Windows endpoint rules for credential access, LOLBin downloads, and ...
According to Socket, malicious payment SDK packages on npm and PyPI are harvesting developer credentials and CI/CD ...
Rogue Agent, a vulnerability in Google Cloud Dialogflow CX, allowed attackers to control agents and exfiltrate sensitive data.
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