APPLICATION SECURITY
VibeGuard
AI-built Application Security
A planned security scanner for applications created with AI. Understand the risks, turn findings into repair prompts, and check the fix.
Explore VibeGuardK4RM4ZY L4BS
Karmazy Labs / Research & Development
Team NullFrame researches AI security. DeltaK Studio builds websites, AI integrations, and automation for people and teams.
01 / CURRENT FOCUS
Seven ideas. A sequential roadmap.
Starting with the security of AI-built software.
APPLICATION SECURITY
AI-built Application Security
A planned security scanner for applications created with AI. Understand the risks, turn findings into repair prompts, and check the fix.
Explore VibeGuardAGENT SECURITY
AI Agent & RAG Red Team
Research toward adversarial testing for AI agents and RAG systems, from malicious context to unsafe tool use.
Explore AgentGuard02 / RESEARCH
How vulnerable are RAG systems to malicious documents?
How does repeated AI-assisted modification affect software security?
Prompt injection / RAG security / Agent security / AI-generated software
03 / TEAMS
AI security research and client development at Karmazy Labs.
Meet the teamsResearching and securing AI-native systems.
Building digital systems for people and teams.
04 / THE LAB
Karmazy Labs brings together Team NullFrame for AI security research and DeltaK Studio for client development.
About Karmazy LabsStudy how systems fail to understand what meaningful protection requires.
Connect research questions to tools that people can understand and use.
Make progress, limitations, and unfinished work visible. Publish findings when there is evidence to share.
LET’S ASK BETTER QUESTIONS
Talk to us about AI security research or development work.