Designing a Generation Pipeline — A 4-Axis Content Model, Queue-Based Scheduling, 3-Layer Attribution
Part 2 of an engineering log on building a Threads marketing agent: a content model decomposed into four axes, an idempotent publish worker, and 3-layer attribution where 90% of clicks were bots.
Building · · 13 min read