#vulnerability scanner
26 related articles
·3 min
VulX Watch: A Standalone Security Audit Tool Built Specifically for AI-Generated Code
VulX Watch is a security audit tool for AI-generated code that connects read-only to GitHub repos, independently reviews vulnerabilities, and provides line-level evidence for every finding.
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·4 min
Mysterious URL Requests in NGINX Logs? Unmasking Automated Scanning Attacks and How to Defend Against Them
Seeing strange 404 requests and bizarre URLs in your NGINX access logs? Learn what automated scanning attacks are, where they come from, and how to defend with Fail2ban, CrowdSec, and other practical solutions.
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·4 min
Strange URL Requests in Your NGINX Logs? Demystifying Automated Scanning Attacks and Defense Methods
Seeing unfamiliar 404 requests and strange URLs in your NGINX logs? This article explains automated scanning attacks—their origins, intent—and provides practical defenses using Fail2ban, CrowdSec, and more.
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·6 min
qsa.sh: Complete an External Server Security Scan with a Single curl Command
qsa.sh is a minimalist external server security scanning tool. Just run curl qsa.sh to get a port exposure and vulnerability report for your public IP in 30 seconds. Learn its technical architecture and pricing.
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·4 min
Building Self-Hosted Tunnels Under Extreme Censorship: A Layered Architecture with VLESS Reality
Deep analysis of building layered tunnel architectures using VLESS+Reality to evade DPI and domestic relays with whitelisted IPs to bypass geographic blocking in extreme censorship environments.
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·4 min
Legal Risks of Unfilled Copyright Notices in Open Source Licenses and a Compliance Guide
Copyright notices in many open source LICENSE files are never filled in—how big is the legal risk? A deep dive into the validity of blank copyright lines in Apache-2.0 and other licenses, why compliance tools stay silent, and practical advice.
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·5 min
Security Swarm Evaluation in Practice: Validating AI Security Tools with Real Vulnerabilities
A deep dive into Security Swarm's evaluation methodology: building test sets from real, recent vulnerabilities to avoid training data contamination and validate its ability to find more bugs at lower cost.
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·2 min
Visa Harness: An Open-Source Security Testbed for Auditable AI Vulnerability Scanning
Visa's open-source Agentic security testbed Harness orchestrates threat modeling, vulnerability research, adversarial reproduction, and structured reporting into an auditable pipeline — not just a scan button.
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·2 min
The Security Risks of Running Unfamiliar Repos with Claude Code: How AI Agents Get Hijacked
Mozilla research reveals real attack chains targeting AI agent tools like Claude Code: malicious instructions hidden in DNS records bypass code scanning to steal API keys and cloud credentials.
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·4 min
AI Coding Security: A CLI Tool Designed to Block Vulnerable Dependencies for Agents
AI coding assistants (Copilot/Cursor/Claude Code) frequently introduce vulnerable dependencies and hallucinate package names. This post analyzes an Agent-native CLI security tool and the shift-left security philosophy for AI-era supply chains.
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·7 min
GPT-5.6 Sol vs. Fable 5: Can Half the Price Match the Flagship?
OpenAI launches GPT-5.6 Sol at half the price of Anthropic's Fable 5. We compare both models on HealthBench, cybersecurity and more using hard system-card data, analyzing Sol's cost-effectiveness and shifts in AI power.
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T3MP3ST: The Open-Source Framework Tha…
·4 min
T3MP3ST: The Open-Source Framework That Turns Coding Agents into Autonomous Red Team Operators
T3MP3ST is an open-source offensive security framework that turns coding agents like Claude Code and Codex into autonomous red team tools. Achieves 90.1% pass@1 on XBEN, supports Web pentesting, CVE discovery, and smart contract auditing.
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·4 min
12 Open-Source AI Agent Projects Worth Exploring: Frameworks, Skill Packs, and Toolchains
A roundup of 12 trending open-source AI agent projects on GitHub, covering video generation, agent frameworks, skill packs, code engines, security scanning, and voice processing.
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·3 min
Building an Automated Penetration Testing System with Claude: A Deep Dive into Memory, Skills, and Agent Architecture
A security researcher demonstrates how to customize Claude into an automated penetration testing system with memory, skills, and a knowledge base — successfully compromising CTF targets and finding real Bug Bounty vulnerabilities.
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·3 min
GitHub Daily · July 5: The Dual Narrative of Skill Ecosystem Explosion and Local-First AI
GitHub Trending July 5: Claude Code Skill ecosystem explodes, AI pen-testing tool Strix gains +2137 Stars, and local-first privacy apps surge.
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·2 min
Devin Review Security Audit Feature Explained: How AI Code Review Detects Deep Security Vulnerabilities
Devin Review adds AI security audit to auto-detect auth bypasses, logic flaws & deep vulnerabilities in every PR, with full remediation from finding to fix.
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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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·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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·3 min
Can AI Agents Replace Security Engineers? Insights from Coding Agents Reveal the Industry Truth
In-depth analysis of AI agents' real impact on cybersecurity. From chat tools to coding agents like Crawfish and Hermes, learn how AI is reshaping security engineering and how professionals should adapt.
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Industry Insights·1 min
Claude Opus Reshaping Enterprise Cybersecurity: Real-World Cases and Defense System Upgrades
Deep analysis of how Anthropic Claude Opus helps Wiz, CrowdStrike, Palo Alto Networks achieve AI-driven cybersecurity defense across penetration testing, vulnerability remediation, and secure deployment.
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