refactored: to utilise the google adk and production grade agent
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# Step 0 — Requirements discovery
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## Workflow request
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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.
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Create a high-scale containerized data ingestion pipeline with least-privilege IAM service accounts and automated validation.
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## Functional requirements
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- Accept authenticated HTTPS requests from external clients.
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- Which clients and identity provider must authenticate requests?
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- What are traffic, payload-size, latency, RTO, and RPO targets?
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- Which data is relational, document, object, or analytical?
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- Should ingress be public, private, or protected by an enterprise edge?
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- Are customer-managed keys, VPC Service Controls, or regional DR required?
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- What image registry, CI identity, environment promotion, and rollback policy apply?
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- What budget, quota, naming, tagging, and organization-policy constraints apply?
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**Product selection deferred:** `true` for this phase.
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