Replacing wildcard '*' permissions with mathematically verified role scopes.
“Wildcard IAM policies are technical debt with an imminent security disclosure date.”
Developers assign AdministratorAccess because restrictive IAM takes days to craft by hand. We wrote an automated pipeline that observes 30 days of production API calls and compiles exact least-privilege JSON policies.
By feeding real API activity into AWS IAM Access Analyzer, we generated tight policies scoped down to specific S3 bucket prefixes and KMS key ARNs, eliminating privilege escalation pathways.
A mathematical framework for cloud isolation and on-demand cluster lifecycles.
Automated traffic weighting and real-time Mann-Whitney U error budget analysis.
A practical blueprint for zero static secrets via cryptographic STS role federation.
Linking anomalous metric spikes directly to contextual exemplar trace graphs.
