r/googlecloud • • 17h ago

Billing Got a C$71K Google Cloud bill overnight. Any advice?

12 Upvotes

I’m a cofounder of an early-stage startup. We recently had a Vertex AI job run overnight that ended up costing us around C$75K in 14 hours.

Our startup credits ran out during the job. The first charge we saw was around C$8K on our credit card, and we immediately shut everything down. But due to delayed billing data, the charges kept showing up hours and even days later. By the time everything propagated, we were left with a C$71K bill that we simply can’t afford.

We requested a one-time adjustment, but Google Cloud Billing Support rejected it. Our account rep also tried helping but got pushback.

Has anyone been through something similar and managed to get a refund or adjustment? Would really appreciate any advice on who to reach out to or how to escalate this further.

Edit: I agree that this was a legitimate bill. But if anyone understands the startup economics and the situation of affordability and knows if google can help in that regard, please lmk!!!


r/googlecloud • • 21h ago

Passed GCP PMLE Exam

9 Upvotes

Just passed the GCP PMLE Exam. Took me about a month and some change to prepare for it. GCP Study Hub is a life saver! It's the only resource I used with ChatGPT to explain answers. The practice exams that they provide are more than sufficient and the wording for questions were extremely similar. Highly recommend it for anyone trying to obtain a cert from google.


r/googlecloud • • 16h ago

AI/ML What RAG tool do you use?

0 Upvotes

I created many RAG scripts using SQL in BigQuery, but it's time to include git and code to organize my work. I know Python and I use Agent Development Kit to create my AI agents applications so I want a tool just for create RAG. I searched about it and I found LangChain. I wanted to use LangChain because is more popular and easier to get support but looks like they are including LangGraph together and forcing langchain to became a agent builder tool. I don't want one more agent tool because ADK is my specialty. So I found LlamaIndex and I liked what I saw because it is exclusively for RAG. But looks like LlamaIndex is not popular, there are not too many content... I don't know. What would you use? Is there a better tool?


r/googlecloud • • 8h ago

I entered a wrong referral code.

0 Upvotes

Recently google is conducting a competition in google skills(google cloud). In that I entered wrong referral code instead of my college's . Sorry for my english. But I did every course and exercises in that gmail. Gdg campus organizer from my college is asking me to create new acc and start from scratch if I wanna participate. I am mainly participating because of merch..💔

This referral code helps tracking the progress. I completed it in a day. Only to realize I entered a wrong referral code