ContentForge

A scheduled AI agent that scans private GitHub repositories, interprets the work through a personal and professional lens, and produces publish-ready blog posts and LinkedIn adaptations. All output is privacy-safe and self-contained.

The pipeline relies on two pieces I write about elsewhere: a structured knowledge base for AI that gives the agent stable identity and editorial context across runs, and an explicit content model on the receiving site so generated posts have a typed home rather than landing as orphan files. Specification-driven development is the underlying workflow — every change to the agent starts as a written spec, not a prompt tweak.