AWS unveiled its Serverless AI Runtime at re:Invent in late November 2024, letting developers deploy inference workloads without provisioning servers by uploading model artifacts such as ONNX or PyTor…
AWSBuilder engineers detailed a policy-enforced EKS control plane that separates AI-driven incident diagnosis from production authorization. The architecture uses Cedar policies via Amazon Verified Pe…
The latest revision of the Model Context Protocol (MCP) dropped sessions and the initialize handshake, moving protocol metadata into a _meta field to enable stateless, horizontally scalable deployment…
AWS User Group Campinas leaders Marcos Ramalho and an unnamed co-presenter demonstrated a live journey from prototype to production AI app using AWS PartyRock at Bosch's headquarters. They showed how …
AWS Lambda Durable Functions, announced at re:Invent 2025, introduce a checkpoint/replay mechanism enabling executions up to one year. A developer integrated them with Step Functions, finding the hybr…
A developer who completed the Udacity AWS Machine Learning Engineer Nanodegree reports that the program focuses on deploying and operationalizing ML models on Amazon SageMaker rather than ML theory. T…
A developer building Autowired.ai, an AI document extraction SaaS, uses all three AWS services—SQS, EventBridge, and Step Functions—in the same processing pipeline rather than relying on a single tool…
Serverless AI model evaluation platform built on AWS by a media company to automatically compare podcast-style summaries generated by different foundation models. The system uses AWS Step Functions to…