Active · Open source
gds-core
A typed, compositional framework for specifying, simulating, and verifying complex systems.
Repositories, tools, and experiments
Code
Open-source systems, research code, and technical experiments. Some are stable enough to use; others are instruments for learning what the problem actually is.
GitHub profile ↗Active and selected
04Research · Open source
Latent Topologies
Research into the geometry of language-model representations using persistent homology and Hodge decomposition.
Active · Open source
Murmur
A local-first Linux tool for recording, transcribing, and summarizing meetings without a cloud meeting bot.
Research notes
Information Retrieval as Epistemic Architecture
A research notebook about representation, bounded attention, and the systems that make knowledge retrievable.
Experiments and research
03These are active research surfaces rather than finished products. Their scope and direction may change.
Cataloguing
Practical AI Catalogue
Mapping deployable multimodal AI capabilities to real business functions, constraints, and evaluation methods.
Thinking in public
Systems Thinking Notes
Connecting software architecture, control theory, system properties, and the views we use to reason about them.
Prototype
LLM Ranker
An experiment in comparing coding models using cost, reliability, tool-use accuracy, and task-specific tradeoffs.