CranleyGitHub

Tracks

Cranley is one product. Each sponsor track sees a different part of it. Every page says what serves each judging criterion and links to the docs behind it.

  • CoStar
    Inside and Out: AI for the Built World    All three layers in one frame (Matterport interiors, Vexcel aerial and 3D city, CoStar records), and an agent that plans, fans out per building and checks claims across layers.
  • Amazon
    Best Practical AI Innovation    Ask in plain words and get a workspace you can act on. It works on your own home through the iPhone scan.
  • Peri
    Forward Deployed Challenge    A small business is in no dataset. The iPhone app scans the shop, and the owner keeps a PDF with numbered fixes and a list of what was not checked.
  • LangChain
    Best use of deepagents    Planning, parallel subagents shown live, human approval that resumes from a MongoDB checkpoint, skills, memory, a rubric grader and LangSmith experiments.
  • Photon
    Build a Messaging Agent using Photon 2.0    The same agent and the same measuring tools answer in iMessage and on a phone call. Merged; a live round trip was not yet confirmed when this page was built.
  • MLH: Tiger Data
    Best Use of Tiger Data    The building facts database: hypertables, compression, continuous aggregates, DiskANN room search, a pgai vectorizer, and forks for what-ifs.
  • MLH: MongoDB Atlas
    Best Use of MongoDB Atlas    Workspaces and their operation log, change-stream live sync with the phone, hybrid search, time series, vector memory and a guarded MCP server.