A deeper look at what I’m building
Creation has always been one of my favorite things in life. The ability to “will thoughts into existence” is one of the most exciting things that I can think of. Every lesson is a build, producing an artifact. Every correction is knowledge banked for the future. My interest spans many subjects, and with focus and determination, the tools exist to work on projects in parallel at unprecedented speed. I organize my work just like my thoughts, in categories, with objectives and timelines. If a thread interests you, pull it.
Featured project
Espalier-Harness
A Claude Code workflow harness that jumpstarts projects with built in knowledge, tools, skills, commands, hooks, handoff systems, loop curation, and automated review. It automates multi agent orchestration within the same project, staged planning and red team workflows, a findings ledger with sibling site scanning and error classification, and the ability to run agents from different machines and orchestrate all work from a central dispatcher, keeping all instances in contact and up to date.
See it on GitHub
Systems
AI tooling, software, harnesses, anything that is designed to be a workstation and/or solve a problem.
Everything is open sourced.
Explore systemsResearch
ML research projects, linked to public repos with write ups.
The ML tooling, results, and methods are modularised and presented for easy reuse.
Explore researchProducts
Coming Soon.
This will be the home for apps and software products.