Image Augmentation in Practice: In-Distribution vs Out-of-Distribution, Test-Time Augmentation, and the Manifold View
Learn when image augmentation helps or hurts: master in-distribution vs out-of-distribution techniques, test-time strategies, and manifold geometry for production vision systems.
Fake Claude Code Install Pages Are Spreading Malware — What Your Team Needs to Know
Fake Claude Code install pages are spreading malware. Learn how attackers target developers, what to watch for, and how to protect your team from credential theft.
AI Agent Security: What 38 Researchers Found When They Stress-Tested Autonomous AI Systems
Discover what 38 security researchers revealed about AI agent vulnerabilities. Critical findings on autonomous system risks and defense strategies.
The Real Skill in Programming Is Debugging — Everything Else Is Copy-Paste
Master debugging to future-proof your career. AI writes code—humans fix production. Learn why debugging is the irreplaceable skill separating junior from senior developers.
How to Learn AI from First Principles: A Structured Path from Math to Models
Master AI fundamentals from the ground up. Learn the essential math and principles behind modern ML models—skip the tutorials, build real understanding.
Red Teaming LLM Web Apps with Promptfoo: Writing a Custom Provider for Real-World Pentesting
Learn how Promptfoo's custom providers expose LLM vulnerabilities that traditional scanners miss. Master red teaming for AI security.
How One Amateur Hacker Used AI to Breach 600+ Firewalls Across 55 Countries — Without a Single Exploit
AI-powered credential attacks breached 600+ firewalls across 55 countries without exploits. Learn how weak defaults became a critical security blind spot.
Helm in Production: Hard-Learned Lessons and Common Gotchas
Helm in production: Discover critical mistakes in 150+ deployments—resource limits, security gaps, and how to avoid costly 3 AM incidents.
AI Bot "hackerbot-claw" Exploits GitHub Actions: What We Know About the Automated Attack Campaign
Discover how AI bot "hackerbot-claw" automated attacks on GitHub Actions. Learn the exploitation techniques and protect your workflows from this emerging threat.