2026年春天,程序员老张凌晨三点还在工位上疯狂Ctrl+C、Ctrl+V——不是在写bug,是在给两个AI当‘人肉网关’。 一边是部署在公司内网的ClaudeCode Agent,负责代码审查;另一边是跑在自家NAS上的Cursor智能体,手握最新版测试环境。可它们俩?八竿子打不着。没有公网IP,没有端口映射,连内网穿透都懒得配。结果?老张成了‘AI翻译官’:把本地日志截图→微信发给同事→同事粘 ...
2026年,AI智能体训练正迎来一场静默却颠覆性的‘基建革命’——不是模型参数又涨了千亿,也不是哪家公司发布了新大模型,而是:sandbox(沙盒)本身,正在被重新发明。 你没看错。那个曾被当作‘执行容器’默默扛起Agent强化学习(Agentic RL)千万次交互的底层环境,如今正从‘整套运行时独占’走向‘状态即隔离单元’。这不是优化,是范式重写;不是提速,是把环境成本从‘买楼’降维到‘租工位’ ...
This guide explains how to build an "autonomous AI agent" that operates securely in an environment completely isolated from ...
Recently, I've had a vague idea that Cloudflare's services might be a great fit for the AI era, so I looked into the ...
Use Cartesia AI for realistic text-to-speech with voice selection, step-by-step instructions, pricing, Python examples, and ...
Python libraries that replace hundreds of lines of custom code. LiteLLM, Instructor, Tenacity, and 5 more I use in every ...
How OpenAI’s Core Experimentation team uses Codex to remove unused code, clean up stale experiments, and improve CI.
Learn how to orchestrate Claude, Codex, and Groq into a concurrent AI engineering team using Git worktrees, rapid QA loops, ...
Pluto Security's research team on October 29, 2026 published its Load/Mine report, disclosing a cryptomining and backdoor ...
Qiaoqiao Cloud has launched AI Skills, allowing users to describe requirements in a single sentence within Claude Code, with AI handling ...
Can a free, open-source AI humanizer beat paid tools? We tested a 12B model locally and compared the results against AI ...
Supabase co-founders Paul Copplestone and Ant Wilson are betting that AI coding agents will spawn billions of databases a month — up from 5 ...
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