
Fig. 01 Trail junction. Flathead National Forest, summer 2025.
Your agents read prose that a human wrote, and some of it quietly stopped being true. The alarm is faithful, the reasoning is sound, and the conclusion is wrong.
I replaced a creed with a constitution because the literature said to, and my agents started producing exactly the failures the constitution named.
Fifty thousand years apart, two women do the same thing. What that tells us about AI, and about the one question that has always done the work.
sites migrated in 3 months as Product Lead at ShyftLabs.
custom-generated puzzle pages delivered at Ways 2 Wellness.
test cases written in a single day using a logic-driven QA framework.
physicians and patients served by onboarding content at Noteworth.
Five continents. Thirty-six places called “home for now.” Montana is where home is.
Fig. 02 Backcountry campsite. Glacier National Park, summer 2025.