My manager wants to know why our Terraform scripts keep failing on AWS IAM policies, what are the best static analysis tools for catching IAM errors before deployment?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My manager wants to know why our Terraform scripts keep failing on AWS IAM policies, what are the best static analysis tools for catching IAM errors before deployment?
4 real searches · 1 real-search pass
Terraform AWS IAM policy static analysis tools Checkov Trivy IAM Access Analyzer validate-policy official documentationGoogle ↗
OBSERVEDReason
Checkov Terraform AWS IAM policy checks documentationGoogle ↗
OBSERVEDInstruction
AWS IAM Access Analyzer policy validation Terraform CI official documentationGoogle ↗
OBSERVEDOther / navigational
Trivy Terraform misconfiguration scanning documentation AWS IAMGoogle ↗
OBSERVEDReason
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Terraform AWS IAM policy static analysis tools Checkov Trivy IAM Access Analyzer validate-policy official documentation Google ↗
Checkov Terraform AWS IAM policy checks documentation Google ↗
AWS IAM Access Analyzer policy validation Terraform CI official documentation Google ↗
Trivy Terraform misconfiguration scanning documentation AWS IAM Google ↗
- Checkov official website · checkov.io
- Trivy official documentation · trivy.dev
- OPA official website · openpolicyagent.org
- Validate policies with IAM Access Analyzer · docs.aws.amazon.com
- IAM policy validation · docs.aws.amazon.com
- IAM policy validation check reference · docs.aws.amazon.com
- Security best practices · docs.aws.amazon.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Terraform AWS IAM policy static analysis tools Checkov Trivy IAM Access Analyzer validate-policy official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Checkov Terraform AWS IAM policy checks documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
AWS IAM Access Analyzer policy validation Terraform CI official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Trivy Terraform misconfiguration scanning documentation AWS IAM OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |