About · Agent Architect
Agents for
real work.
I design agent-powered systems with clear jobs, bounded tools, and people in control of consequential decisions.

Clear jobs.
Bounded tools.
Human judgment.
Human-Centered Computing taught me to start with how people actually work. Manufacturing taught me that a system has to hold up under real constraints, interruptions, and edge cases.
At LayerLane, I bring those lessons into agent-assisted workflows: connecting tools and context, keeping runs visible, and putting human approval where it matters.
01
Map the work
Define the workflow, the source of truth, and what a useful outcome looks like.
02
Bound the agent
Give it specific context and tools, with clear limits on what it can change.
03
Design the handoff
Make evidence, run history, and human approval visible at the right moments.