Browse past weeks of engineering reads.
Organizations need to automatically detect and classify personally identifiable information (PII) at scale across large volumes of data stored in cloud environments without manual inspection.
How to deliver personalized AI-assisted patient care at scale without overwhelming care teams in a healthcare setting with growing member bases.
Samsung needed to serve real-time pricing data to high-traffic APIs while aggregating responses from multiple backend sources without building up state in their infrastructure.
Amazon Cognito lacks native search capabilities, making it difficult to build scalable user discovery and search features in applications.
Streaming CloudWatch metrics to internal VPC-based OpenTelemetry collectors without exposing them to the internet.
Traditional rule-based KYC (Know Your Customer) systems lack the autonomous decision-making capability and real-time validation speed needed for modern financial services compliance operations.
AI agents struggle to iterate rapidly on system design and codebases due to architectural patterns that limit their ability to understand, modify, and validate applications effectively.