I design practical AI-agent systems and the Linux and hardware environments that make them reliable.
- Multi-agent architecture and workflow orchestration
- Linux deployment, systems automation, and hardware configuration
- Evidence-based delivery: scoped work, reproducible checks, tests, and clear documentation
Architecture, orchestration, and operational reliability are my core strengths. I use AI-assisted development to accelerate implementation, then validate the result with human review and reproducible evidence.
- CCiA Swarm — experimental multi-agent orchestration and operational automation research.
I am interested in clearly scoped open-source work involving agent integrations, developer tooling, Linux automation, and performance or hardware-adjacent infrastructure.
For a contribution, I start with the acceptance criteria, provide a small technical plan, and submit a reviewable change with tests or a documented validation path.