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388 articles
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PenGym: Training Reinforcement Learning Agents on Real Penetration Testing Infrastructure
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SEC-bench: Automated Benchmarking for LLM Agents on Real-World Security Vulnerabilities
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HackBench: The Security Benchmark Where LLMs Learn to Exploit Real Vulnerabilities
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InterCode-CTF: How Simple Prompts Cracked 95% of Security Challenges (And What That Means for LLM Benchmarking)
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BandSox: Running Firecracker MicroVMs from Docker Images in Milliseconds
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RedCode: The First Large-Scale Safety Benchmark That Actually Tests Code Agents in the Wild
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TTI: Teaching Web Agents to Learn from Their Own Mistakes at Test Time
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Agenspy: Making DSPy Protocol-Native for the Agent-to-Agent Future
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Building an Autonomous Reverse Engineering Agent with Dual-LLM Verification Loops
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Auto-Exploits: When AI Writes Security Exploits For You
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Edgar: A Minimalist Python Gateway to SEC Financial Filings
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GhostLine: Building a Voice-Cloning Vishing Framework with FastAPI, Twilio, and LLMs
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Natural Language Playwright Tests with Anthropic's Computer Use API
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Azul: Building a Hundred-Million-Sample Malware Knowledge Base on Kubernetes
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CewlAI: Teaching Language Models to Think Like a Pentester
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Building Explainer Videos as Code: Inside Video Explainer's AI-Powered Pipeline
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Building a Browser Extension Threat Intelligence Feed with Flat Files and Local-First Scanning
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CyberStrike: Turning Your Claude or GPT Subscription Into an Autonomous Penetration Testing Agent
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Nightwire: Ship Production Code from Your Phone via Signal
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VulnBot: When AI Agents Learn to Think Like Penetration Testers
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ARTKIT: Building Multi-Turn Adversarial Testing Pipelines for Gen AI Systems
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CVE-Bench: Testing Whether AI Agents Can Exploit Real-World Vulnerabilities
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How Engine Simulator Synthesizes Authentic V8 Rumble from Physics, Not Samples
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