AWS-native access
Use IAM roles, GitHub OIDC, Secrets Manager, and least-privilege access for cloud operations.
Security and governance
AWS-native controls for a multi-user engineering data platform.
The architecture separates upload storage, application services, database credentials, AI access, and deployment permissions using managed AWS services.
Controlled context
Limit AI prompts to stored signal statistics and rule findings instead of unrestricted raw logs.
Audit trail
Track report generation, Claude requests, and operational actions for engineering governance.
Ready for real log tests
Open the dev app to upload CSV data, process signals, and preview reports.