refactored: to utilise the google adk and production grade agent
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# Pre-emptive Live GCP Environment Discovery (Project: `gcp-solution-architecture-demo`)
## Live Resource Audit
- **Target Google Cloud Project**: `gcp-solution-architecture-demo`
- **Discovered Storage Buckets**: None / Default Bucket
- **Discovered Compute Instances**: None active
- **Discovered Database Instances**: None active
- **Discovered Pub/Sub Topics**: None active
- **Discovered Cloud Run Services**: None active
## Resource Inventory Breakdown
## Current Operational Bottlenecks & Migration Drivers
- As-is infrastructure requires serverless auto-scaling and managed high availability.
- Need for declarative IaC management via Terraform.
- Transition to least-privilege IAM service identities and automated CI validation.