What are the best practices for setting up AWS IAM roles securely for a small team project without accidentally exposing admin access keys on GitHub?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices for setting up AWS IAM roles securely for a small team project without accidentally exposing admin access keys on GitHub?
1 real search · 1 real-search pass
AWS IAM best practices temporary credentials least privilege GitHub Actions OIDC official documentationGoogle ↗
OBSERVEDComparison
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 IAM best practices temporary credentials least privilege GitHub Actions OIDC official documentation Google ↗
- AWS Identity and Access Management (IAM) Best Practices · aws.amazon.com
- Security best practices in IAM · docs.aws.amazon.com
- Gitleaks – Secret Detection · github.com
- GitHub Secret Scanning · docs.github.com