An Empirical Study of Harness Design for Coding Agents

MCP App vs MCP Server vs Connector: Definitive Terminology Guide for 2026

In brief: MCP server is the engineering term – a JSON-RPC 2.0 process exposing tools, resources, and prompts. MCP app is the product term – the user-installable artifact built on top.

• MCP server is the technical implementation layer
• MCP app is the user-installable artifact for experience
• Connector is Claude's specific implementation of MCP app

4h ago ·dev.to

拆解美图秀秀：端侧大模型、实时美颜与亿级图像管线的工程实践

拆解 美图秀秀 ：端侧大模型、实时美颜与亿级图像管线的工程实践 1. 背景与挑战 美图秀秀 作为一款影像处理与美化应用，需要在 iOS/Android/Web/桌面多端提供一致体验。典型场景包括实时预览、拍照、视频美颜、批量修图、AI 生成。挑战包括： 实时性：相机预览 30/60fps，单帧预算 16.6ms/33.3ms。 海量规模：亿级用户、峰值上传、下载、素材分发。…

4h ago ·dev.to

A German court says Meta is liable for fake ads posted by third parties on Instagram and Facebook and orders it to remove such content and pay damages (Linda Pasquini/Reuters)

A German court has ruled that Meta (META.O) is liable for fake advertisements posted by third parties on its Instagram and Facebook platforms …

4h ago ·reuters.com

Typst makes big strides

4h ago ·lwn.net