Serverless testing: Lambda, App Runner, Step Functions
Tests with varying amounts of load and concurrency showed that direct integration from API Gateway to DynamoDB performed best for small and medium scale.
AI efficiency and scalability in the cloud
Recent developments are actively enhancing the efficiency, speed, and versatility of AI and machine learning (ML) operations within the cloud. Last week, Google unveiled new tools, Duet AI (its response to Microsoft Copilot) and DTensor technology for real-time coding assistance and ML model training respectively. Amazon's SageMaker Canvas and Serverless Inference updates aim to streamline the automation of model promotion and reduce latency variability. Generative AI is driving an industry-wide focus to boost immediacy, accuracy, and scalability of AI and ML applications, with the goal of significantly enhancing cloud-based AI operations.
Why frontend expertise is “more than just coding"