Agentic systems architecture
Designing the boundaries, tools, context, and control structures that make an agent useful beyond a single impressive run.
Architecture is how AI change becomes accountable.
Dakota Smith
AI Systems Architect & Full-Stack Engineer
I build agentic systems, delivery harnesses, enterprise web platforms, and developer tools. The aim is not to make a model look capable. It is to make the surrounding system observable, governable, and safe to change.
The practice
The work joins technical architecture with the operating decisions that determine whether AI-enabled change can be trusted.
Accountable delivery
Connecting implementation to evidence, review, policy, and release decisions so change can be understood and governed.
AI innovation strategy
Translating emerging capability into durable operating models rather than treating adoption as a sequence of tool purchases.
The system around the model is the real work.
Capability matters. So do authority, provenance, isolation, verification, and the human decision that releases a change. These principles keep those concerns in the architecture rather than in the afterthoughts.
- Start with the system
- A model sits inside architecture, permissions, evidence, security, and change control. The surrounding system determines whether capability becomes dependable work.
- Keep proof attached
- Documented capability, observed behavior, and production evidence are different claims. The distinction should remain visible when decisions are made.
- Design for replacement
- Models and tools will change. Durable boundaries, explicit contracts, and portable operating rules keep the work from depending on one vendor moment.
Professional trajectory
- Foundation
Enterprise platform architecture across .NET, CMS, TypeScript, and React.
Inspect the systems record- Current practice
Agentic systems and delivery harnesses that keep state, evidence, policy, and consequential authority outside the model session.
Read the current position- Direction
Building toward AI innovation leadership by turning emerging capability into durable operating models.
Current position AI Systems Architect & Full-Stack Engineer
Explore the field guide
Continue with the work—or the conversation.
The Work index is the concrete record. Email is the direct route for professional conversations; GitHub and LinkedIn provide the broader public context.