The Decay of Digital Gravity: Why Information Disappears.
Exploring the entropic nature of cloud-based storage systems and the necessity for physical redundancy in digital archives...
Archiving the intersection of architectural systems and digital memory.
Location
San Francisco / Palo Alto
Current Phase
Harness Engineering
System Status
Operational
Core Interests
- AGENT MEMORY
- HARNESS ENGINEERING
- EVALUATION TOOLING
- KNOWLEDGE GRAPHS
Biography
I am currently working on harness engineering, with most of my attention on agent memory, evaluation infrastructure, and the ways knowledge graphs can make agent behavior more legible and reliable in practice.
Selected Projects
All Projects [2]
Ref. 002/P
Startup / Voice AI
Convoice AI
I co-founded Convoice and led software engineering. The work sat at the intersection of voice AI, product design, and the harder systems question of how to make automation useful enough to earn adoption.
Voice
Product
Systems
Ref. 001/P
Game Design
The Glitch Witch
I led engineering on this retro-future puzzle adventure, where restoring broken technology drives both progression and story in a world that mistakes technical literacy for witchcraft.
Adventure
Puzzle
UE5
Writing & Speculations
A chronological repository of theoretical frameworks, technical papers, and essays on the nature of digital permanence.
Full Writing ArchiveSemantic Weaving: LLMs as Curators of Historical Discontinuity.
How generative models reconstruct historical gaps and the ethical implications of automated memory restoration...
Monolithic UI: The Aesthetic of Stability.
An argument against dynamic fluidity in interface design, advocating for fixed structural layouts as cognitive anchors...
Research Threads
Thread 01
Agent Memory
Retrieval, persistence, and memory boundaries that let agents stay useful without becoming opaque.
Thread 02
Harness Engineering
Test rigs, evaluation loops, and developer tooling that make agent systems easier to probe, compare, and ship.
Thread 03
Knowledge Graphs
Structured representations that help agents reason over entities, relationships, and durable context instead of loose text alone.