#go
5 entries
projects · July 2026
Evidence Factory
A worked demonstration of running a continuous ATO evidence pipeline for NIST 800-53 controls entirely inside GitLab: a policy plane injects a conformance stage no repository can edit, a released CI/CD Catalog runs the checks, and one Python driver turns each result into a merge gate and a control posture.
projects · May 2026
bairn
Personal photo archive for households whose nursery or preschool uses Famly. Pulls images and videos to disk with full EXIF and XMP metadata embedded into each file. Optional Immich upload for households that already self-host one.
writing · May 2026
A Progressive Vendor Stance for the Agent-Native Future
I emailed Famly support in September 2024 asking for a parent-side data export feature. They couldn't commit it to product (a small SaaS has to chase revenue features), but they pointed me at their API and left me an architecturally accessible position to build the integration myself. Twenty months later, with an AI harness on my side, bairn shipped. That stance is the right one for a world where users will increasingly act through agents.
projects · April 2026
manifold
An API-only adoption profiler for self-managed GitLab: it reads activity through the REST API and renders a dashboard of adoption gaps and the enablement action that closes each one, entirely inside a customer's own network.
writing · March 2026
Go Architecture for LLM-Maintained Codebases
Structural choices in a Go project built mostly by LLMs: making wrong code fail to compile rather than fail code review.