How to Code Using Python GUI

13 天

DeepSeek冲 sandbox规模！港新团队重构环境密度，Agent RL吞吐暴增6.2倍

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’ ...

7 天

不需要提示注入，也能操纵 Agent：分支引导攻击与 COBRA 防御架构

针对这个问题，研究人员提出 COBRA。它沿用了可信规划与不可信执行隔离的思路，但额外要求：在 Agent 接触外部数据之前，不仅要确定可能执行哪些步骤，还要为每条分支规定允许使用的工具、访问的目标以及关键参数范围。

2 天

The Mechanism and Approach to Utilizing the 'Mod' Feature to Evolve Claude Code for ...

After reading the article Claude Code Mods are game changers written by Nick Babich, I became interested in how the 'Mod' ...

GitHub

python-gui-development

CTkDesigner es un editor visual para crear interfaces gráficas con CustomTkinter. Permite diseñar GUIs mediante drag-and-drop, con herramientas de personalización, previsualización en tiempo real y ...

7 天

Cua's "Spaces SDK" has arrived, so I tried it out! You can increase the number of agent ...

Cua released the Cua Spaces SDK on October 20th. It is an SDK that allows you to create and run agent-dedicated desktops ...

How-To Geek

How Kali Linux's Zsh setup turned me into a terminal fan

Typing long folder paths gets old fast. zoxide calls itself a smarter cd command. It remembers the directories you use most ...

How-To Geek

This 5-minute setup lets me permanently share a Linux folder with my Android phone

I regularly need to move files between my Linux PC and my Android phone, but there are surprisingly few good options. You can ...

GitHub

yt-dlp-gui

Modern YouTube downloader with a clean PySide6 interface. Download videos in any quality, extract audio, fetch subtitles, sponsorBlock, and view video metadata. Built ...