The Password Manager Paradox: When Security Tools Become Attack Vectors
The Password Manager Paradox: When Security Tools Become Attack Vectors


Eric Zietlow
7/2/2025

Empowering SOC teams with real-time collective AI-defense and deep learning to stop breaches faster.
Built by engineers and operators who’ve lived the challenges of security operations, we deliver open, AI-native software that runs on any data lake—freeing teams from legacy constraints. Our LogLMs return control to defenders, enabling faster, smarter, and more collaborative responses to cyber threats.




Empowering SOC teams with real-time collective AI-defense and deep learning to stop breaches faster.
Built by engineers and operators who’ve lived the challenges of security operations, we deliver open, AI-native software that runs on any data lake—freeing teams from legacy constraints. Our LogLMs return control to defenders, enabling faster, smarter, and more collaborative responses to cyber threats.


