The Work
SAGEN
A cognitive architecture for persistent situational awareness. Six modules on a shared blackboard, injected as structured context. The gap between raw model capability and agent reliability.
LLM-QP
Dynamic plan selection for constrained decoding. Contextual bandits route between dense, sparse, and amortized execution plans, choosing the fastest path that preserves output quality.
Keymaster
Ask in plain English, get your credentials. Semantic search with zero-knowledge encryption. The gap between how your brain stores context and how password managers force you to retrieve it.
Prompt Mirror
Upload your chat history and get a social feed of before/after cards, your worst prompts next to what would have actually worked.
The Weight of Salt
Literary fiction set around a receding body of water. Built through a custom six-framework AI writing pipeline.
The Pandora Threshold
A man discovers his wife is a spy. Genre adaptation of the novel pipeline.
The Liminal
Sci-fi horror about a cosmic entity that speaks through neural implants. The space between human consciousness and something larger.
The Beautiful Unfinished
38,000 words across ten disciplines. Neuroscience, philosophy, economics, and information theory converge on one question: what if the planning-execution gap isn't a bug?
The Invisible Architecture
40,000 words with six interactive experiences across ten disciplines. How psychiatric classification systems function as invisible infrastructure.
"Every classification system sorts human beings. The interesting question is never how the sorting works. It's what happens to the people it sorts."
Every project starts the same way.
Find the humans. Find the system. Find the gap. Build what belongs there.
About
Between municipalities and their vendors. Between courts and collections. Between models and awareness. Between mathematics and play. The same pattern keeps showing up: two systems, a gap nobody owns, and something worth building in between.
