I work on low code cloud ETL tools. We provide the flexibility for the customer to do stupid things. This means we have extremely high variance in resource utilization.
An on demand button press can start a processes that runs for multiple days, and this is expected. A job can do 100k API requests or read/transform/write millions of records from a database, this is also expected. Out of memory errors happen often and are expected. It's not our bad code, its the customer's bad code.
Since jobs are run as microservices on isolated machines, this is all fine. A customer(or multiple at once) can set up something badly, run out of resources, and fail or go really slow and nobody is effected but them.
An on demand button press can start a processes that runs for multiple days, and this is expected. A job can do 100k API requests or read/transform/write millions of records from a database, this is also expected. Out of memory errors happen often and are expected. It's not our bad code, its the customer's bad code.
Since jobs are run as microservices on isolated machines, this is all fine. A customer(or multiple at once) can set up something badly, run out of resources, and fail or go really slow and nobody is effected but them.