GoCalc rests on a simple idea: an engineering method should be written once, checked once, and then run for every case the project needs.
A template holds the method. A table holds the cases. GoCalc runs one through the other and writes the results back next to their inputs, where they can be checked, charted and reported.
GoCalc works with the tools engineers already trust, Excel and Python, and adds what's missing around them: a shared library of templates, batch runs over tables of cases, reports that collect into one document, and a safe way for AI agents to help.
Server: gocalc-desktop. gocalc-agent.exe also runs the same commands from a terminal.