I work for a big enterprise. We have an integrations system that listens for messages coming from hundreds of different customers, the messages are processed, the integration system fetches data from all over the place and finally passes the message to our ERP system. We have a couple of people whose job is to debug errors from those messages. Basically it’s like 70% of their allocation. Just as an example the customer ERP might send a message that is “deformed” or has some crucial information missing. These guys go and look at the error message, then start debugging the integrations system step by step to find the error and fix the code or contact the customer. Unbeknownst to them (they are not developers) the integrations system has a management api that allows you to do everything programmatically as you would do from the UI. I gave Claude Code the open-api description for the integrations system. then I gave it a test error message and the associated ID. Claude one-shotted the fix, found the error, read the error message, downloaded the source code for the integration and provided a fix. It’s really incredible to watch the agent work and do the necessary api calls to find the issue. I demonstrated this to the person who is responsible for the system. This guy has used the free version of ChatGPT a couple of times. It just didn’t sink in what I was demonstrating to him. But this is not my job and I don’t really care, I have other things to do and I’m not going to push this further as it wouldn’t benefit me. Feels like some type of “calm before the storm” moment, where some people are noticing a major shift in the way we work with computers and 90% of people working with those computers have no idea. submitted by /u/abandonedexplorer
Originally posted by u/abandonedexplorer on r/ClaudeCode
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