At my company we have an internal AI bot that uses Anthropic. We use it to investigate bugs by comparing code to expected behavior or finding things in data.

For example, I don’t write code. But when I need to find how data from a client is being mapped. I could either ask the engineer who’s busy with other work with my menial task, I could look though a bunch of code with bitbucket, or I could ask the bot which will give me the code and any tick related to the code and pull requests.

When finding something in the raw data. I could take a bunch of files and text strings and pull them into excel and spend a bunch of time doing lookup, matches, and index equations in Excel. Something I did for years in the past. Or have the bot do that in 2 minutes. When I’m just trying to find and validate a few things.