开发助手进入应用开发流程后，开发者面对的仍是具体工程：需求如何拆成页面和行为，生成代码是否符合已有结构，构建之后又能否在目标设备上正常运行。只看一段生成结果，很难判断工具实际参与了哪些工作，也不容易看清哪些结论还需要人工验证。 为了观察 ...

open-code-review是一种以git diff为唯一输入源、CLI为协议层的开源代码审查基础设施。它通过diff解析器精准定位变更行，结合声明式规则引擎与LLM Agent协同调度，实现可复现、可审计、可版本化的审查流程。支持VS Code轻量集成、GitHub Actions无感CI嵌入，并采用Git Tag管理规则演进，强调过程可追溯与责任 ...

本文介绍一套基于Git Diff、CLI和本地大语言模型（LLM）的开源代码评审工作流。核心设计强调可追溯性、确定性与工程落地性：以Git Diff为唯一可信输入源，避免模型幻觉；通过轻量级Bash/Python Agent实现结构化评审输出；选用DeepSeek-Coder 7B等开源代码垂类模型实现本地化、低资源运行；深度集成Git钩子 ...

My AI agent Elon runs on its own computer, not on my Mac mini. Everything it builds for me lives there: my job tracker, my notes, video projects, and the skills it has learned. If that computer gets ...

Your existing .NET MAUI app builds with Xcode 27, installs on an iPhone running iOS 27, shows its splash screen, and then disappears. Not exactly the grand entrance ...

Computer Security Professional. Tweets are my own. Rooster Teeth Archive Project: rtarchive.org/videos ...

2002XiaoYu/dsh-session-diff - Session-scoped diff view for the DSH Web right sidebar: opening a file the current conversation changed renders it in place with git-style added/removed line backgrounds, ...

Vercel Labs released agent-desktop, an Apache-2.0 Rust CLI that gives any AI agent computer use on macOS, Windows and Linux by reading OS accessibility trees and acting on stable refs instead of ...

Conversations that explore technology, history, philosophy, physics, mathematics, biology, chemistry, engineering, AI, robotics, programming, music, film, art, sports ...

一些网页小游戏. Contribute to 0000lgr/Game development by creating an account on GitHub.

OpenHands local setup in 12 steps: run Agent Canvas with Ollama and a local Qwen model in sandboxed Docker, plus a preflight ...