Shelfmark
A replacement for UCLA library search, built on the catalog endpoint the university already publishes. It finds the book, then tells you which shelf face to stand at — which the official search cannot do at all.
The decision
UCLA's search will give you a call number and then abandon you: there is no floor, row or side field anywhere in its records. Ours came from walking the building. I walked the stacks with a phone and transcribed the range labels into a 26KB file describing 453 shelf faces that ships with the page, so a call-number lookup makes zero network requests. The endpoint it searches also returns results in filing-title order with no spelling correction, so ranking, edition grouping and typo recovery are all done in the browser afterwards. Call numbers sort as decimals rather than as whole numbers, because the Cutter digits after the letters are a fraction: sort the digits as whole numbers and W1 AM477 lands before W1 AM4733, which is not where they sit on the shelf. That pair is in the real survey, so getting it wrong sends someone to the wrong end of a range.
What it does not do
The shelf map is the biomedical library only, and a bare call number is currently assumed to be a Biomed one, so a call number that lives in another building can still return a confident shelf face here. Level 4 has not been surveyed. It has no accounts, holds or renewals, and it links out to the official record rather than replacing it.