From Scratch
Purpose
This section is for implementation-first walkthroughs. The posts should focus on code structure, APIs, build setup, tensor or memory shapes, debugging, and practical tradeoffs. When the theory already exists elsewhere on the site, the implementation post should link to that canonical theory page instead of repeating the same explanation.