
Cybersecurity and open-source builder
Security-minded software, built to last.
Building open-source tools for offensive security, automation and practical AI systems.
Explore projects, systems and security workEnterSelected Work
Discuss a projectCore Capabilities
How I workProduct engineering
Clear interfaces backed by stable contracts and focused domain logic.
Next.jsReactTypeScriptNode.js
Application security
Threat-aware implementation across identity, data and deployment boundaries.
Threat modelingSecure reviewOWASPHardening
Platform delivery
Reproducible environments with practical observability and safe release paths.
ContainersCI/CDLinuxCloud
Applied AI
Agent systems designed around explicit tools, evaluations and human control.
LLM systemsTool callingRAGEvals
Working Method
Understand the system
Map the trust boundaries, constraints and real user path before choosing an implementation.
Build the smallest complete slice
Ship one coherent path end to end, including errors, denied states and operational visibility.
Verify what matters
Test behavior at the risk boundary and keep the result easy to maintain after handoff.
Have a system to build or secure?
Share the context, constraint and outcome. I will reply with a practical next step.