Thousands of late nights.
Architecture and agentic AI for organizations
that can't afford to get it wrong.
Continuous isn't a methodology. It's a worldview. Systems that stop improving start dying. Teams that stop learning stop shipping. Platforms that stop evolving become the thing the next generation disrupts. Every engagement is built around one question: what does this look like when it never stops getting better?
AI trained on decades of architecture, compliance, and agentic systems thinking. Real answers, real-time. No calendar.
Architecture decisions, regulated systems, AI at the edge. Hard-won opinions, no filler.
A declaration of values for engineers building with AI. Read it. Sign it.
10-15 founders and CTOs. 60 minutes. One real problem in the hot seat. Socratic facilitation, not slides. Application required.
Contract, retainer, or project-based. Security, infrastructure, AI strategy.
Available now. 8-40 hrs/week.
The teams shipping reliable agentic systems treat prompt design like API design. Here's what that means in practice.
Read →When the machine writes the code, the leverage shifts entirely to architecture, judgment, and taste. That changes everything about what a senior engineer does.
Read →Six categories of agentic failure, with real examples and the architectural patterns that prevent each one.
Read →Fractional CTO · vCISO · Principal Architect. Available now for contract, retainer, or project work.
→Three companies founded, self-funded, and built from zero. Healthcare platforms, regulated infrastructure. My own capital and hands.
→If there's a fit, I show up directly. No pitch deck required. Tell me what you're trying to solve and I'll tell you if I'm the right person.
→Maya is an AI built on how I think: architecture decisions, domain knowledge, strong opinions. Ask about fit, approach, or whether this is even the right engagement. I read every conversation and follow up if it makes sense.