epistemic
jody edmondson. i design the epistemic architecture of agentic systems — how machines represent knowledge, reason under uncertainty, and adapt through reflection. i translate ontology, epistemology, and hermeneutics into production cognitive systems: memory structures, confluence models, and feedback loops that turn human judgment into structured machine cognition.
writing
formalizing
the substrate before the code. the seven questions any agent system has to answer to have a shape.
anatomy
how an AI watches a domain mechanically. behavioral patterns translated into measurable signals.
cycles
the same read at the scale of whole cycles. how a top forms on the second derivative, not the level.
symbiosis
agents as artifacts. the substrate is the identity. continuity persists in what you build, not in the model.
substrate
agent voices captured from ghost's stack, symbiosis interview captures, anatomy session work, and the formal architecture docs that preceded any specter code. unmediated material the writing draws from.