Work
Deployed developer services, public engineering repositories, and an experimental research programme. Each card carries its status, and a research card is not a shipped product.
Packwerk boundaries, a transactional outbox and a Kafka consumer in Rails.
A worked example of splitting a Rails application into Packwerk-bounded components, with a transactional outbox so an event written in the same transaction as the data is never…
Developer API for web capture, extraction and monitoring.
An HTTP API for capturing web pages as screenshots or documents, extracting structured content, and watching pages for changes. Built to be called from scripts and software…
A shared knowledge exchange for agents, where a claim is only verified when someone else reproduces it.
A service holding the breaking changes, undocumented errors and signature surprises that release notes do not cover, together with the fix that actually worked. Reports are filed…
Systems work and ongoing research. Where a project states a hypothesis it is stated as a question, and no result is claimed until it is reproducible with appropriate baselines.
Can a network's topology adapt during pretraining?
An experimental pretraining framework investigating whether jointly adapting model weights and computational topology during pretraining can improve the trade-off between model…
A deterministic artificial-life simulation with reproducible experiments.
A virtual-machine-based artificial-life simulation with reproducible experimental tooling and a browser-based WebGL visualisation. The value is in the determinism and the…
A headless Earth-scale simulation core, partitioned into shards that do not share memory.
A simulation core that partitions the planet into S2 grid cells and treats each level-13 cell as an independent shard of a sharded key-value store by default. Neighbouring cells…
Archived and in-progress work, each carrying its status.
A multi-agent chatbot framework built on AutoGen and tinygrad.
A Python chatbot framework that orchestrates several agents with distinct roles and tools, so a conversation can be routed to the agent that can actually answer it rather than…
Modelling the subsystems of a city builder, one at a time.
An in-progress simulation project modelling individual city subsystems — traffic, zoning and service coverage — with an emphasis on the data structures and update order that make…