Where these 2 reports land
Build it1
Scope it1
Keep it0
2 products ranked by how much of their useful core an AI coding agent can reproduce: 1 strong build, 1 scoped build, and 0 weak replacements.
72/100 average buildability
The last 20 percent is sync, migration fidelity, speed, and edge cases.
Licensed content and distribution rights are not reproducible with an LLM.
The typical achievable core in this category: render pages on a schedule and diff the captures over time.
Gradient background, padding, rounded corners, export. Pure client-side canvas work — there is no server to even build.
A personal timed screenshot loop is a realistic contained build. Matching reliable capture across Mac apps, permission recovery, website batches, guide editing, and polished exports is a much larger product.