A single engineer experimenting with agentic coding workflows can rack up hundreds or thousands of dollars in usage costs in a month. Multiply that across an enterprise with unrestricted access, and the numbers become difficult to contain.
I'm not doubting it, but I don't think I could personally spend more than about $1.5-3k per month. And that's with like 12-16 hour sessions doing troubleshooting and RCA while it builds tools to dig deeper.
Aside: RCA typically takes me 15-30 minutes by hand and, subsequent to a recent major deployment, we're having thousands of incidents per day from like ten per week, so I'm faced with building scripts to read from a half dozen systems and collect maybe 100k Kibana logs out of tens of millions and then categorize them by fix so that we can feed those entries into scripts to repair data integrity.
I max out at about $100/day. That's about all the output I can review. Most days I don't use it at all but this month has been wild. I can't imagine what the fuck someone is doing to spend even $30k in a month. There's no way there's any human code review going on at all. I'm amazed by Claude, but it's not that good.