Cartokit is a programming tool for making interactive maps. Cartokit looks like a standard Geographic Information System (GIS), but behind the scenes it also writes a program. The program can automatically (and repeatably) generate the same map that the user constructs by hand in the Cartokit editor. This is a "direct manipulation programming tool," a tool in which users write programs by using the familiar direct manipulation interactions they use in traditional UIs. The end result is a readable JavaScript program that users can run, adapt, and deploy as desired.

Honeybee is a program generation tool for experimental biologists. The user provides a high-level description of (i) what they did in the lab, (ii) the datasets that their in-lab activities produced, and (iii) the analysis or visualization they want to produce. Honeybee asks a series of questions, then uses the answers to automatically write the data analysis program. The end result is a Python program. Honeybee currently has a special focus on genomics data, but we are actively expanding it to a broader range of applications.