Independent practice — spec · build · govern · run
Specified, built, and governed end‑to‑end.
Agentic systems shipped to production — spec, build, governance, run. Solo, and in daily use. Not slides.
Orchestration
Multi-agent pipelines running in daily production.
Governance
Truth-gates and relational data contracts that keep every step honest.
Ownership
Architecture through operations, run single-handed under real load.