#vulnerability discovery
165 related articles
Tutorials·2 min
The Six Key AI Agent Protocols Explained: MCP, A2A, UCP, AP2, A2UI, and AGUI
Deep dive into six core AI agent protocols: MCP, A2A, UCP, AP2, A2UI, and AGUI — covering tool integration, multi-agent collaboration, commerce, payments, and dynamic UI, with Google ADK examples.
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Research·2 min
Complete Disassembly of 80386 Microcode: A Reverse Engineering Feat Deep into x86 Processor Microarchitecture
A researcher completes full disassembly of Intel 80386 microcode, revealing how this x86 CISC processor decomposes complex instructions into micro-operations, with implications for security research and emulation.
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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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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
Complete Self-Study Roadmap for Cybersecurity: Four Stages from Zero to Hands-On Practice
How to self-study cybersecurity from zero? This guide provides a systematic four-stage roadmap covering fundamentals, penetration testing, range training, and real projects with recommended tools.
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Deep Dives·3 min
Google Agent Platform Deep Dive: Building Production-Grade AI Agents with ADK, MCP, and A2A
Deep dive into Google Cloud Next 2025's Agent Platform: ADK framework, MCP integration, A2A multi-Agent collaboration, context engineering, security governance, and a marathon simulation demo.
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Tutorials·3 min
Jules MCP Server: Using the MCP Protocol to Let Claude Orchestrate Google Jules for Autonomous Coding
Jules MCP Server is an open-source project providing a production-grade MCP server for Google Jules API, enabling Claude and Cursor to orchestrate autonomous coding via multi-Agent collaboration.
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Product Reviews·3 min
Criterion Collection 30% Off Sale Guide: How to Choose Between Blu-ray and 4K Discs
Criterion Collection's sitewide 30% off sale ends May 25. This guide covers Blu-ray vs. 4K UHD differences, Criterion's restoration value, and smart buying tips for classic film collectors.
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Tech Frontiers·4 min
OpenAI's Daybreak Security Initiative Explained: How AI Proactively Discovers Zero-Day Vulnerabilities
OpenAI launches Daybreak, an AI security initiative using Codex Security agents to proactively discover zero-day vulnerabilities. A deep dive into its three-step defense workflow and competition with Anthropic's Claude Mythos.
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Expert Opinions·3 min
The Blurring Line Between Vibe Coding and Agentic Engineering: Simon Willison's Deep Reflection
Django co-creator Simon Willison finds Vibe Coding and Agentic Engineering converging in practice. As AI tools grow reliable, where should engineers draw the line on trust and responsibility?
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Tech Frontiers·2 min
DeadEnd-CLI: Open-Source AI Penetration Testing Tool Achieves 81% Pass Rate on Black-Box Benchmark
DeadEnd-CLI is an open-source AI agentic penetration testing tool achieving 81% full black-box pass rate on the XBOW benchmark using KIMI K2.5, with multi-model support and self-hosted deployment.
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Research·2 min
UK AISI Assessment Report: GPT-5.5 Cybersecurity Capabilities on Par with Claude Mythos
The UK AI Safety Institute (AISI) releases its GPT-5.5 cybersecurity assessment, showing vulnerability discovery capabilities on par with Claude Mythos—but GPT-5.5 is already publicly available, raising greater security implications.
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Tech Frontiers·3 min
Google Intercepts AI-Generated Zero-Day Exploit for the First Time: Cybersecurity Enters the Age of AI Warfare
Google's threat intelligence team intercepted the first AI-assisted zero-day exploit targeting 2FA bypass. Explore how AI is reshaping cyberattacks and what enterprises must do to defend against AI-driven threats.
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Tech Frontiers·2 min
Microsoft Open-Sources GitAGU: A Unified Platform for Managing AI Agent Development Workflows
Microsoft open-sources GitAGU (Git Agent Unblock), a centralized platform for discovering, configuring, and integrating AI agents into development workflows across the full SDLC.
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Tech Frontiers·3 min
UK AISI Assessment Report: GPT-5.5 Cybersecurity Capabilities and Public Availability Raise Governance Concerns
UK AISI releases GPT-5.5 cybersecurity assessment showing vulnerability discovery capabilities on par with Claude Mythos, but its public availability raises urgent AI safety governance challenges.
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Research·3 min
UK AISI Evaluates GPT-5.5 Cybersecurity Capabilities: On Par with Claude Mythos but Already Publicly Available
UK AI Safety Institute (AISI) evaluates GPT-5.5 cybersecurity capabilities, finding vulnerability discovery on par with Claude Mythos. The key difference: GPT-5.5 is already publicly available, raising urgent AI safety governance concerns.
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Research·3 min
UK AISI Assessment Report: GPT-5.5 Cybersecurity Capabilities on Par with Claude Mythos
UK AISI releases GPT-5.5 cybersecurity assessment showing vulnerability discovery capabilities on par with Claude Mythos, but with GPT-5.5 already publicly available, raising new AI safety governance concerns.
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Deep Dives·2 min
Open Multi-Agent: A TypeScript Multi-Agent Orchestration Framework with Automatic Task DAG Generation
Deep dive into Open Multi-Agent, a TypeScript-native multi-agent orchestration framework with automatic task DAG generation, MCP integration, live tracing, and only three runtime dependencies. 6000+ GitHub Stars.
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Deep Dives·3 min
754 Cybersecurity Skills Library: An Analysis of the Open-Source AI Agent Security Capability Map
Anthropic open-sources 754 structured cybersecurity skill definitions across 26 domains, mapped to MITRE ATT&CK and 4 other frameworks, compatible with 20+ AI platforms for standardized AI Agent security capabilities.
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Research·2 min
UK AI Safety Institute Evaluates GPT-5.5: Cybersecurity Capabilities on Par with Claude Mythos
UK AISI evaluates GPT-5.5 cybersecurity capabilities, finding vulnerability discovery on par with Claude Mythos — but GPT-5.5 is already publicly available, raising new security concerns.
Read more →