aws

Guides general use of AWS messaging and streaming services.

Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray…

Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability…

AWS SDK for JavaScript v3 development patterns.

AWS SDK for Python (boto3/botocore) development patterns.

AWS SDK for Swift development patterns. Use when writing Swift code that uses AWS services via aws-sdk-swift package.

Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute…

Use to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, code interpreter…

Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and…

Create managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management.

Full inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs.

Resolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift.