refactored: to utilise the google adk and production grade agent
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# Step 0 — Requirements discovery
## Workflow request
No application-specific workflow request was supplied. This baseline therefore documents an event-driven HTTP application reference architecture and marks all product choices as deferred during discovery.
Create a high-scale containerized data ingestion pipeline with least-privilege IAM service accounts and automated validation.
## Functional requirements
- Accept authenticated HTTPS requests from external clients.
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- Which clients and identity provider must authenticate requests?
- What are traffic, payload-size, latency, RTO, and RPO targets?
- Which data is relational, document, object, or analytical?
- Should ingress be public, private, or protected by an enterprise edge?
- Are customer-managed keys, VPC Service Controls, or regional DR required?
- What image registry, CI identity, environment promotion, and rollback policy apply?
- What budget, quota, naming, tagging, and organization-policy constraints apply?
**Product selection deferred:** `true` for this phase.