cruzhacks '23gdsc top 10student-builtopen source2023 archive
field notes \\ ucsc transit \\ 2023

SlugLoop.field notes from a hackathonthat went further than expected.

Four UCSC engineering students rebuilt the campus loop bus tracker over a hackathon weekend, took it public, and ended up as the first U.S. team to make the Google Solution Challenge global Top 10 in three years. This site is the preserved field log + a frozen demo of the map.

CruzHacks 2023 — the team forms
cruzhacks, hour zero
Late-night hackathon coding
4 am, library couch
Top 10 demo day
demo day, top 10
top 10 finalist

// read me first

The receivers don’t ping anymore.
This is the field log.

SlugLoop shipped in 2023. The map ran on reprogrammed GPS hardware on the campus loop fleet, base stations on top of buildings, an Express + Firestore pipeline, and a React PWA. Some time after the team graduated, the basestations stopped reporting. The map still loads. The journey still happened. Both are preserved here as a case study, not a commute tool.

status: archived demolast live ping: ~2024apache 2.0
if the map looks empty, that’s expected. it’s the archive, not the live feed.
scroll down → the journey is the main exhibit.

// by the numbers

4

students on the team

36 hrs

first prototype at CruzHacks

500+

commits across the open source repo

Top 10

in the Google Solution Challenge

First US

team in the global Top 10 in three years

// the main exhibit

Read the journey. start at the top.

A scrolling field log of how SlugLoop got from a Reddit thread in January 2023 to Google’s global Top 10 finalist stage by August. Photos, sticky-note notes, news clippings, and the actual competition demo videos.

// from the clippings file

The press picked up the story.

// archive: demo videos

Two demos. recorded a few weeks apart.

that’s the cover. flip the page.

slugloop / preserved archive / 2023–present