AI圈报教程 / 实战普通
Why 80% on OSWorld Required VM Snapshot Rollbacks
内容摘要
If you have ever watched an autonomous computer-use agent work through a desktop operating system,...
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An AI Supervisor Ran a Call Center Team for Three Weeks. Then Someone Checked Its Weekly Report
Talk time with partners rose by a third to 80%, depending on how you count. Only one of the nine...
信息来源：DEV Community
教程 / 实战普通
Your AI agent skills are probably out of date. Mine were. Here's how I handled it.
My old agent skill was one long file and it told every agent I used to run MinIO for local S3. Then...
信息来源：DEV Community
教程 / 实战普通
Qwen weight editing: how Astra reduced thinking loops
Qwen gained reported math accuracy after a targeted loop repair. The actual prompt shows Python and practice feedback; smaller Gemma found no established gain.
信息来源：DEV Community · Qwen
教程 / 实战普通
Flipper got archived, so I built an Android inspector that needs no SDK
GitHub: https://github.com/ESeungJun/droidlens Installers for macOS, Windows and Linux are on the...
信息来源：DEV Community
教程 / 实战普通
Knowledge graphs, explained for AI memory (and how Palace uses one)
Most AI memory systems today come down to the same recipe. Split text into chunks, turn each chunk...
信息来源：DEV Community
教程 / 实战普通
How to Scale AI-Assisted Global Content Without Losing Local Relevance
Scaling content across countries has long created a tension between consistency and relevance. AI can...
信息来源：DEV Community
教程 / 实战普通
I Built an AI Team That Researches Stocks and Debates Investment Decisions 🤖
What if you had an entire team of AI agents researching stocks for you? Imagine one agent analyzing...
信息来源：DEV Community
教程 / 实战普通
Is Your Mac's Python Is Too Old for Your MCP Server?
I built an MCP server that pulls my Oura Ring data into Claude Desktop. It's a small Python project...
信息来源：DEV Community · Claude
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GitHub Octoverse 2026: AI Agents, Citizen Developers, and the New Security Reality
TL;DR Code is being written three times faster than anyone can review it: GitHub logged...
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教程 / 实战普通
Which local model should a coding agent run?
One harness, same conditions, four dimensions, and the raw receipts of every call — this round, seven...
信息来源：DEV Community