AI SECURITY / RESEARCH / DEVELOPMENTKARMAZY LABS · EARLY STAGE

K4RM4ZY L4BS

Karmazy Labs / Research & Development

Security for the
AI-native world.

Team NullFrame researches AI security. DeltaK Studio builds websites, AI integrations, and automation for people and teams.

VIBEGUARD / 01CONCEPT PREVIEW
THE PLANNED FEEDBACK LOOP

Build. Understand.
Repair. Repeat.

  1. 01AI-built application
  2. 02Security scan & findings
  3. 03Explanation & AI repair prompt
  4. 04Fix & rescan
PLANNED / EARLY DEVELOPMENTNOT A LIVE SCANNER
UNDERSTAND THE SYSTEM. QUESTION THE BOUNDARIES.EXPLORE THE LAB

01 / CURRENT FOCUS

One direction at a time.

Seven ideas. A sequential roadmap.
Starting with the security of AI-built software.

CURRENT / BUILDING TOWARD VIBEGUARDNEXT / EXPLORING AGENT SECURITY
PROJECT / 01 · CURRENTPLANNED / EARLY DEVELOPMENT

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.

AI-generated codeWeb securityRepair prompts
Explore VibeGuard
PROJECT / 02 · NEXTRESEARCH / PLANNED

AGENT SECURITY

AgentGuard

AI Agent & RAG Red Team

Research toward adversarial testing for AI agents and RAG systems, from malicious context to unsafe tool use.

Prompt injectionRAG securityTool abuse
Explore AgentGuard
Future concepts follow as the foundations develop.View the seven-project roadmap

02 / RESEARCH

Start with a question.

Explore research
AREAS OF INQUIRY

Prompt injection / RAG security / Agent security / AI-generated software

03 / TEAMS

Two teams.
One shared curiosity.

AI security research and client development at Karmazy Labs.

Meet the teams
01

Team NullFrame

Researching and securing AI-native systems.

02

DeltaK Studio

Building digital systems for people and teams.

04 / THE LAB

Research carefully.
Build deliberately.

Karmazy Labs brings together Team NullFrame for AI security research and DeltaK Studio for client development.

About Karmazy Labs
01

Adversarial thinking

Study how systems fail to understand what meaningful protection requires.

02

Practical engineering

Connect research questions to tools that people can understand and use.

03

Evidence before claims

Make progress, limitations, and unfinished work visible. Publish findings when there is evidence to share.

LET’S ASK BETTER QUESTIONS

Have a question or a project in mind?

Talk to us about AI security research or development work.

Contact the lab