Projects
Projects are proof-of-work implementations of the ideas explained in the Blog. They turn general principles into working software: source code, demos, architecture chapters, evidence, evaluation, review paths, deployment notes, and honest limits.
Project library
For now, the library has one complete reference build. That is intentional: each project should earn its place by showing how the systems layer works in practice and linking back to the general principles behind it.
An evidence-driven agentic research workflow for UK company due diligence and insurance underwriting pre-screening, with source-aware evidence, follow-up research, contradiction detection, and human decision boundaries.
A Document AI workflow for UK motor insurance PDFs, with structured extraction, provenance, conflict resolution, and human review.
