AWS Cost Optimization
Migrated stateless frontends to AWS Amplify, moved containerized APIs to AWS App Runner, upgraded PostgreSQL with zero downtime, and trimmed logging retention.
01The Architecture Challenge
A growing startup was suffering from ballooning AWS bills due to idle EC2 instances, inefficient PostgreSQL tiers, and unnecessary support plans.
Key Technical Pain Points Addressed:
- High operational risk of service disruption during production cutover.
- Over-provisioned compute resources driving unnecessary cloud expenditure.
- Lack of declarative configuration management and GitOps workflows.
02The Implemented Engineering Solution
Migrated stateless frontends to AWS Amplify, moved containerized APIs to AWS App Runner, upgraded PostgreSQL with zero downtime, and trimmed logging retention.
03Applied Technologies & Toolchains
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