Working notes from the build.
Pieces I'm writing as I work - case studies from real implementations, observations on agentic architecture, and the occasional reflection on the way I think.
Personalised by design
The shape is the same for every client. The substance is yours - existing workflows, new ones, and the human-in-the-loop calibration tuned per workflow.
JOLI as a live case study in agentic architecture
I built JOLI in Claude Code on Vercel. By the time the MVP shipped it already felt like legacy. Here is what it became.
The working memory you were never issued
Every cognitive profile is a trade. AI absorbs the administrative friction so the upside of every kind of thinking can finally show up unhindered.