pragmatic-service-modeling

AWS database selection advisor for architects and developers. Use this skill whenever the user needs to choose a database on AWS, compare DynamoDB vs DocumentDB vs Aurora DSQL vs ElastiCache vs MemoryDB vs Timestream, decide on a database strategy, define data persistence for a new service or microservice, or is unsure whether to use relational, NoSQL, in-memory, cache, or time series on AWS. Also trigger when the user mentions terms like "qual banco usar", "modelagem de dados AWS", "DynamoDB vs", "Aurora DSQL", "DocumentDB", "ElastiCache", "Redis", "MemoryDB", "Timestream", "cache", "banco em memória", "séries temporais", "banco de dados para meu serviço", or asks about access patterns, sharding, transactional flows, caching strategies, low-latency data, time series metrics, or read/write strategies on AWS.

AWS compute model selection advisor for architects and developers. Use this skill whenever the user needs to choose between Lambda, ECS, or EKS on AWS, decide on a serverless vs container strategy, select between Fargate and EC2 for container workloads, or define the compute model for a new service or microservice. Also trigger when the user mentions terms like "qual compute usar", "Lambda vs ECS", "ECS vs EKS", "Fargate vs EC2", "processamento AWS", "infraestrutura de containers", "modelo de execução", startup vs enterprise compute decisions, or asks about event-driven processing, predictability, auto-scaling, or infrastructure trade-offs on AWS.

AWS messaging and eventing service selection advisor for architects and developers. Use this skill whenever the user needs to choose between SQS, SNS, EventBridge, Kinesis, or MSK (Kafka) on AWS, design an event-driven architecture, decide on a message queue vs event stream strategy, or define how services communicate asynchronously. Also trigger when the user mentions terms like "qual serviço de mensageria", "SQS vs SNS", "EventBridge vs SQS", "Kinesis vs MSK", "fila de mensagens", "streaming de eventos", "pub/sub", "event-driven", "desacoplamento de serviços", "processamento assíncrono", "firehose", "kafka gerenciado", or asks about message ordering, fan-out, dead letter queues, event replay, or real-time data pipelines on AWS.