
GH Film Hub v2: Year Two of the Grading System
The grading math still holds. Year two is about the hub: two seasons on one landing page, a player-facing rubric, and a week file that grades and publishes itself.
6 articles.

The grading math still holds. Year two is about the hub: two seasons on one landing page, a player-facing rubric, and a week file that grades and publishes itself.

How I evolved a single coding-agent pipeline into SEOS — a Software Engineering OS with specialist agents, composed repository intelligence, hands-off automation, and a feedback loop that learns from every deploy.

How I wired a two-stage GitHub Actions pipeline — OpenAI specs, Cursor cloud agents, and human gates — so AI engineers work in tandem on one issue at a time, with every step tracked and every change easy to roll back.

A deep dive into building a self-hosted, multi-tenant WordPress platform — isolated Docker stacks, Git-driven deploys, WP-CLI automation, and a MainWP hub managed from a single FastAPI + React control plane.

A deep dive into building a complete data pipeline and static site generator for football player evaluations using Python, pandas, and automated reporting.

Embarking on my journey to build a multi-tenant video processing platform using AI assistance. Learn about the vision, architecture, and development philosophy.