Cloud CLI Patterns Credentials are pre-configured. Use or Context7 for syntax. BigQuery Cost awareness : Charged per bytes scanned. Use , partition tables, specify columns. GCP (gcloud) AWS References - GCP.md - GCP service patterns and common commands - AWS.md - AWS service patterns and common commands - scripts/ - Helper scripts for common operations --- Gotchas - and are DIFFERENT credentials — a script working for the user can 401 in CI because CI only has the latter. - AWS CLI v1 vs v2 have different config formats — both may be installed; reveals which is the default binary. - BigQuery…