AI圈报教程 / 实战普通
A Map, Not a Megadump: Sentinel-IR-MCP 0.2.0 Adds TypeScript, 0.2.1 Makes Missing Analysis Visible
内容摘要
When an AI agent opens a codebase, should it read every file first, or should it get a compact map...
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You QA'd 12 AI conversations last month. Your AI had 3,400 conversations. Here's the sampling plan that actually finds problems.
The owner of a home-services franchise did the diligent thing: every Friday, she pulled two random AI...
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[Spanish] Entrenando un kantoku artificial — Capítulo 1: por qué no usé una red neuronal
Primero, ¿qué es el gateball? El gateball es un deporte de equipo que nació en Japón en...
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How a 270M-parameter model on your phone turns a dictated note into contacts
Circles is a birthday reminder built around people’s circles: a friend, their partner, their kids,...
信息来源：DEV Community
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Gemini 4 Argon vs GPT-6 Astra vs Claude Opus 5.5: What Google’s New Model Actually Wins
Every frontier launch now arrives with a table where the new model wins. Gemini 4 Argon is more...
信息来源：DEV Community · GPT / Claude / Gemini
教程 / 实战普通
Doze: teach it once. Let the AI sleep.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...
信息来源：DEV Community
教程 / 实战普通
How to Prevent AI Agents from Accidentally Injecting GPL Violations into Commercial Codebases: A LicenseGuard MCP Server
How to Prevent AI Agents from Accidentally Injecting GPL Violations into Commercial...
信息来源：DEV Community
教程 / 实战普通
SlothTidy: A Zero-Friction, 100% Local AI File Daemon That Organizes Your Downloads While You Rest 🦥
Stop dragging PDFs and screenshots out of ~/Downloads. SlothTidy uses small open-weight models via Ollama and llama.cpp to automatically classify, rename, and organize your files 100% offline.
信息来源：DEV Community · Llama / Ollama
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My Video Editor Now Writes Audio Description for Your Videos
A while ago I wrote about Ultra Video Editor, the free, open-source video editor I've been building....
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Ithaka Gave You the Journey: AI-Assisted Development
A three-year reflection on AI-assisted development, from early ChatGPT experiments to the specification-driven discipline behind DevSpark.
信息来源：DEV Community · ChatGPT
教程 / 实战普通
Gemma 4 checks my Pix receipts while I sleep: 12 of 12 verdicts right, even when it misreads
This is a submission for the Hacktoberfest 2026 Open-Source AI Challenge, Week 3: Slow and Steady. ...
信息来源：DEV Community