Hi Travis,

Today, your use case made me realize that I need to ask AI to generate a new 
kind of testing tool. This will be a tool that, given a data file that lives on 
your own machine, will run every possible report and options combination for 
each of those reports against that data file. It will write them all to a 
series of output files that can be compared against the latest master commit.

This way I can use this tool along with the AI to detect whether any changes 
are affecting these reports that I generate from my own data files. You can 
then use it to help validate updates on main rather than having to come across 
it by chance as you run your reports. 

John (from my iPhone)

> On Mar 22, 2026, at 8:37 AM, Tavis Ormandy <[email protected]> wrote:
> 
> Those ideas all sound good to me, I can't think of any reason not to be
> happy about more tests and code coverage, I don't have any concerns
> about AI helping with that.

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