#open-source LLM security
871 related articles
Tech Frontiers·2 min
Project Glasswing: AI Discovers Over 10,000 High-Severity Software Vulnerabilities in One Month
Project Glasswing is a collaborative AI cybersecurity initiative that discovered over 10,000 high-severity vulnerabilities in its first month, reshaping proactive security auditing at scale.
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Tutorials·2 min
Claude Code Desktop Tutorial: Build Apps with Zero Coding Experience
Claude Code Desktop is now live with GUI support and GitHub integration. Learn installation, local and cloud development workflows, and three network security modes for beginners.
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Tutorials·1 min
OnSpace.ai Hands-On Review: Building and Publishing an App to App Stores with Zero Coding
Hands-on review of OnSpace.ai no-code platform: building an AI ad creative generator app from scratch using natural language prompts and publishing to App Store and Google Play.
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Tutorials·2 min
Complete Guide to Boris's Project Preparation Workflow for Claude Code
Deep dive into Claude Code creator Boris's complete dev workflow: claude.md config, verification-driven development, and parallel session management for AI programming.
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Product Reviews·2 min
DeepSeek V4 Deep Dive: Three Major Innovations — Hybrid Attention, Manifold-Constrained Hyperconnections, and MOM Optimizer Fully Explained
Deep dive into DeepSeek V4's three core innovations: Hybrid Attention for million-token context, Manifold-Constrained Hyperconnections, and MOM Optimizer. Pro model rivals Claude Opus 4.6 at 1/7 the cost.
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Tutorials·2 min
Guide to Building a DeepSeek V4 + Claude Code Hybrid Programming Workflow
Learn how to combine DeepSeek V4 with Claude Code to build a cost-effective AI programming workflow. Covers setup, task layering, and real demos—cutting AI coding costs by 76%+.
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Tutorials·3 min
Anthropic's Official MCP Tutorial: A Complete Guide from Basics to Remote Deployment
A detailed guide to Anthropic's official MCP course covering client-server architecture, building MCP servers, third-party integrations, and remote deployment for standardized AI tool access.
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Tech Frontiers·2 min
AI Programming: Building a WeChat Scan-to-Order Mini Program in 2 Hours with Cursor + Claude
Build a complete WeChat scan-to-order mini program in 2 hours using Cursor + Claude. Cloud-based, zero server cost, covering ordering, order management, and voice alerts.
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Tutorials·2 min
Zero-Code Website Tutorial: Build a Personal Homepage with Trae + GitHub Pages
Learn how to build a free personal website using the AI tool Trae and GitHub Pages with zero coding. Generate and deploy your site through natural language conversation.
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Tutorials·2 min
OpenClaw Agent Architecture in Practice: Skills System Deployment & LangChain Reproduction Guide
Deep dive into OpenClaw's industrial-grade Agent architecture with its three-layer design, pluggable Skills system, and memory management. Includes a step-by-step LangChain reproduction guide with an enterprise HR assistant example.
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Tutorials·2 min
Trae AI Coding Tool: Download, Installation & Setup Guide (2025 Latest)
Complete guide to downloading, installing, and configuring ByteDance's Trae AI coding tool. Free built-in LLMs like DeepSeek for AI-assisted Python programming.
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Tutorials·2 min
Codex++: A Practical Guide to Unlocking Full Plugins Functionality with Chinese LLMs
Chinese LLMs lose Plugins in Codex? Codex++ uses CDP injection to unlock full Plugins without modifying files—combining low cost with complete functionality.
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Tutorials·2 min
Complete Guide: Offline Installation of Claude Code on Ubuntu with DeepSeek V4 Integration
Step-by-step guide to offline install Claude Code on Ubuntu and connect to free DeepSeek V4 via CC Switch and SiliconFlow API — no VPN required.
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Tutorials·1 min
A Beginner's Guide to Vibe Coding: Practical Methods for AI Programming with Natural Language
A detailed guide to Vibe Coding: comparing Cursor, Trae, Bolt.new and other AI programming tools, with practical tips for using natural language to drive AI code generation from scratch.
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Industry Insights·3 min
The 2025 Programmer Layoff Wave: Entire Front-End Teams Replaced by AI — Real Cases Revealed
In 2025, entire front-end teams are being replaced by AI. Real cases from Shanghai to Shenzhen reveal how AI replacement is reshaping the programmer job market and what developers can do about it.
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Tech Frontiers·2 min
datasette-agent-sprites: A Deep Dive into the AI Agent Sandbox Execution Plugin
Simon Willison releases datasette-agent-sprites plugin for secure AI Agent command execution in Fly Sprites sandbox. Analysis of its architecture, use cases, and significance.
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Deep Dives·1 min
Harness Engineering Explained: The Underlying Principles and Practical Methods for Controlling AI Agents
Deep dive into Harness Engineering: controlling AI Agents through rules, tool configuration, and workflow design, plus feedback mechanisms and Lifelong AI Agent practices.
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Product Reviews·1 min
QwenCoder Local Deployment Review: Can It Replace Paid AI Coding Assistants?
Hands-on review of QwenCoder 80B deployed locally, compared to Gemini and Claude. Covers hardware setup, LM Studio deployment, and real coding test results to help you decide if local models can save on AI subscriptions.
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Tutorials·2 min
DeepSeek Local Deployment Tutorial: One-Click Install & Run with Ollama
Learn how to deploy DeepSeek R1 locally using Ollama with this step-by-step guide covering installation, model selection, hardware requirements, and advanced features like GUI and knowledge bases.
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Industry Insights·2 min
Enterprise LLM Selection Guide: In-Depth Comparison of Llama 3.1, Qwen 2.5, and DeepSeek
How should enterprises choose open-source LLMs? This guide compares Llama 3.1, Qwen 2.5, DeepSeek, and Mistral across model capabilities, hardware requirements, and business scenarios.
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