Patterns and best practices for Amazon DynamoDB data modeling and access patterns. Use when the user asks about DynamoDB table design, single-table design, GSIs, multi-attribute composite keys, one-to-many relationships, cost optimization, or Terraform DynamoDB resources. Triggers on: DynamoDB, single-table design, GSI, partition key, sort key, access patterns, filter expressions, TTL, vertical sharding, composite keys, multi-attribute keys.
Patterns and best practices for AWS serverless workloads. Use when the user asks about Lambda (cold starts, memory, concurrency, timeouts), Lambda Powertools (Logger, Tracer, Metrics), observability, CloudWatch alarms, event-driven architecture (SQS, SNS, EventBridge, Step Functions), or API Gateway (HTTP vs REST API, rate limiting, WAF, X-Ray tracing, going-live checklist). Triggers on: Lambda, cold start, Powertools, SQS, SNS, EventBridge, Step Functions, ECS vs Lambda, DLQ, event-driven, serverless, concurrency, provisioned concurrency, API Gateway, HTTP API, REST API, WAF, rate limiting.
Patterns and best practices for AWS infrastructure as code with Terraform. Use when the user asks about Terraform module structure, naming conventions, state management, IAM policies (least privilege, OIDC), CI/CD pipelines for infrastructure (GitHub Actions, OIDC authentication), security scanning (Checkov, CKV_AWS checks), secrets management, KMS key policies, confused deputy prevention, Lambda function URL auth, API Gateway WAF/logging, or general IaC architecture decisions. Triggers on: Terraform, OpenTofu, IaC, modules, tfstate, remote state, OIDC, IAM, least privilege, GitHub Actions, CI/CD, infrastructure pipeline, AWS provider, Checkov, static analysis, IaC scanning, confused deputy, source ARN, KMS, CMK, secrets in state, ephemeral resources, Lambda function URL, API Gateway WAF.