Building quietly. Experimenting with AI. Turning ideas into working systems.
I'm an independent developer and technical enthusiast interested in AI, software engineering, cybersecurity, and the systems behind the tools we use.
I like taking ideas apart, understanding how things work, and building my own versions. Most of my work revolves around AI agents, local-first software, developer tools, and experimenting with language models.
I use AI as a development tool, but I don't want to just generate code and call it engineering. I want to understand what I'm building, test it, break it, fix it, and make it better.
I also value privacy. I prefer keeping a low profile, limiting unnecessary exposure, and building things that give people more control over their own data and workflows.
| Project | Focus |
|---|---|
| Kryptic | An AI engineering agent CLI focused on controlled execution and verification. |
| Kairos | An AI-agent control plane exploring tools, workflows, providers, and human approval. |
| Aion | An experimental language-model project exploring model training and ML systems. |
| MCP Config Auditor | A tool for inspecting MCP configurations and identifying potential security risks. |
| MCP Change Review | A tool for reviewing MCP configuration changes and highlighting potentially risky modifications. |
These projects are part of an ongoing process of learning, experimenting, and building. Not everything is finished, and that's part of the point.
- Understand first: I want to know why something works, not just that it works.
- Build and experiment: Learn by making actual things.
- Privacy matters: Keep data and permissions under control.
- Verify everything: Test assumptions instead of trusting outputs blindly.
- Keep improving: Break things, fix them, and learn from the process.
- Artificial intelligence and language models
- AI agents and agentic systems
- Cybersecurity and privacy
- Software engineering and developer tools
- Local-first applications
- Model training and experimentation
- Automation and system architecture
Python · JavaScript · TypeScript · Node.js · Docker · Ollama · MCP · Git · AI/ML
I generally prefer working independently, experimenting quietly, and letting the work speak for itself.
I'm still learning, still building, and still figuring things out. I don't pretend to know everything, and I don't think I need to.
Less noise. More building.