How does ephemeral environment automation actually save money on AWS compared to leaving staging servers running all week for my family to test?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does ephemeral environment automation actually save money on AWS compared to leaving staging servers running all week for my family to test?
1 real search · 1 real-search pass
AWS official documentation EC2 stopped instance charges EBS storage RDS stop DB instance 7 days load balancer hourly NAT Gateway pricingGoogle ↗
OBSERVEDConsequence
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
AWS official documentation EC2 stopped instance charges EBS storage RDS stop DB instance 7 days load balancer hourly NAT Gateway pricing Google ↗
- Stopping an Amazon RDS DB instance temporarily · docs.aws.amazon.com
- Amazon EC2 instance state changes · docs.aws.amazon.com