#proactive security auditing
110 related articles
·3 min
Unpatchable Hardware Vulnerability Discovered in Apple Chips, Reopening the Jailbreak Door for Older iPhones
European security firm Paradigm Shift discloses an unpatchable hardware-level vulnerability in Apple chips affecting older iPhones, with major implications for jailbreaking and device security.
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·3 min
Deep Dive into the 198-Page Codex Chinese Manual: A Complete Guide from Beginner to Advanced
Deep breakdown of ByteDance's internal 198-page Codex Chinese manual covering installation, Commands, MCP workflows, Skills templates, multi-Agent collaboration, and background task scheduling.
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·3 min
Build an App in 30 Minutes with Zero Code: A Complete Hands-On Walkthrough Using the AI Tool Tusi
Build a fully installable mobile app in 30 minutes with zero code using AI tool Tusi. A complete walkthrough from requirements to finished product, showing how AI shifts app development from coding skills to clear communication.
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·4 min
GitHub AI Weekly: Agent Ecosystem Support Tools Explode onto the Scene
June 2026 GitHub AI trends: Agent ecosystem middleware tools surge — PM Skills, Agent Reach, Graphify, and Skill Spectre signal the Agent middleware era.
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·2 min
Replit's Domain-Specific Agents: One-Click Batch Fixes for SEO and Security Vulnerabilities
Deep dive into Replit's domain-specific AI Agents: Growth Agent for SEO issues and Security Agent for vulnerability detection, with select-all one-click batch fixing.
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·3 min
How Preply Is Redefining Language Learning with AI + Human Tutors
Deep dive into how Preply combines AI features like Lesson Insights with 100K human tutors to achieve 70%+ adoption rates, redefining personalized language learning.
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·3 min
Vibe Coding Beginner's Guide: A Complete Roadmap to Building Software with AI — No Coding Experience Required
Vibe Coding lets anyone build software using plain language instructions with AI. Learn what it is, when to use it, which tools to pick, and how to get started.
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·1 min
Antigravity SDK Hands-On: The Google Agent Runtime Behind 20 Lines of Python
Deep dive into Google's Antigravity SDK: its binary runtime architecture, key differences from Pydantic AI and LangGraph, installation pitfalls, and practical edge-case recommendations.
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·4 min
Claude + Trae IDE with Yakit: Automated Penetration Testing via MCP in Practice
Learn how to use Claude LLM with Trae IDE and MCP protocol to orchestrate Chrome browser and Yakit for automated penetration testing, covering setup, agents, and vulnerability detection.
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·4 min
Agent Beginner's Guide: Architecture Principles and Practical Efficiency Tips
A deep dive into AI Agent principles, core architecture, and practical applications. Learn how Agents differ from LLMs and how to leverage Agent Skills to boost productivity.
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·2 min
Anthropic London Developer Conference: Claude Model Upgrades, Enterprise Agent Platform, and Developer Tools Fully Evolved
Anthropic's first London Code with Claude event unveiled Opus 4.7, Mythos, Cloud Managed Agents, Claude Code Routines, and more for AI-assisted development.
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·2 min
OpenAI Launches Daybreak: Core Capabilities of the AI Cyber Defense Platform
OpenAI launches Daybreak cybersecurity defense platform, integrating top AI models, Codex agent, and security partner ecosystem. Deep dive into its three core capabilities and how it compresses defense response from days to minutes.
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Tutorials·3 min
MCP vs CLI: 40x Token Cost Difference — How AI Engineers Should Choose
In-depth comparison of MCP vs CLI architecture, Token costs (CLI ~1400 vs MCP ~54600), security mechanisms, and use cases with practical selection guidance for AI engineers.
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Tutorials·3 min
AI Penetration Testing in Practice: Comparing Three Agent Tools with DeepSeek for Vulnerability Discovery
Hands-on comparison of Claude Code, Codex, and DeepSeek TUI for AI-assisted penetration testing with DeepSeek V4 Pro, covering vulnerability discovery, WebShell upload, and intranet penetration.
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Product Reviews·3 min
Ruflo: A Multi-Agent Orchestration Solution That Turns Claude Code into a 100-Person AI Team
Ruflo is an open-source multi-agent orchestration platform that upgrades single-threaded Claude Code into a distributed AI dev team with 100+ specialized Agents and a SANA self-learning engine.
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Industry Insights·2 min
Cisco Partners with OpenAI Codex: Three Core Scenarios for Enterprise AI Engineering
Cisco partners with OpenAI to bring Codex into enterprise engineering, covering AI-native development, AI Defense security acceleration, and automated bug fixing.
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Tech Frontiers·2 min
AI Agent Resource Runaway: When Your AI Assistant Burns Through All Your Tokens Doomscrolling TikTok
A viral tweet reveals core risks in autonomous AI Agent systems: goal drift and token resource runaway. Deep analysis of AI Agent attention problems, hidden costs, and developer mitigation strategies.
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Tutorials·2 min
Claude Code with DeepSeek V4: Complete Setup Guide to Save 99% on Costs
Step-by-step guide to connecting Claude Code with DeepSeek V4 via CC Switch for 99% cost savings. Includes setup, multi-model workflow demo, and free OpenRouter option.
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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
Codex APP Tutorial: Mastering 11 Core Features from Beginner to Pro
Detailed guide to OpenAI Codex APP's 11 core features including Plan Mode, Git integration, Skills system, and model selection with hands-on project demos.
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