“AWS”

Creates and manages secrets in AWS Secrets Manager following security best practices.

Debugs AWS Lambda function timeout failures by systematically analyzing function configuration, CloudWatch logs and metrics, VPC/networking, cold starts…

Sets up AWS Resilience Hub v2 from scratch: creates resilience policies with SLO targets, registers systems and user journeys, onboards services with input…

Create and secure S3 buckets following AWS best practices for access control, encryption, monitoring, and remediation of misconfigurations.

Run automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile.

Diagnoses and root-causes Amazon MWAA workflow failures across Provisioned (Python DAG) and Serverless (YAML workflow) environments.

Retrieves authoritative guidance on Amazon Timestream for InfluxDB across its supported engine variants.

Builds generative AI applications on Amazon Bedrock.

Python SDK for deploying agents to Amazon Bedrock AgentCore, a managed runtime with memory, gateway, tools and observability.

Open-source Python and TypeScript SDK for model-driven agents, with tools, MCP, multi-agent patterns and streaming.

Handles the full DMS Schema Conversion lifecycle including creating migration projects, converting database schemas to a target engine, running compatibility…

Sets up CloudWatch observability for the first time - Omni (CloudWatch Application Observability) and classic CloudWatch.

Helps migrate self-managed Apache Kafka workloads to Amazon MSK Express.

Operates Amazon Kinesis Data Streams (KDS).

Creates a production-ready VPC with public and private subnets across multiple Availability Zones, including internet gateway, NAT gateways, route tables, and…

AGENTS.md from aws/aws-cdk: 370 lines covering Overview, Your Role, Quick Reference — Commands, Codebase — Non-Obvious Locations and more.

Launches an EC2 instance with secure, cost-efficient defaults including AMI selection, burstable instance sizing, least-privilege IAM roles, hardened security…

Diagnoses and resolves Amazon RDS for Oracle connectivity, authentication, networking, and driver troubleshooting.

Provides connectivity, authentication, and troubleshooting guidance for Amazon RDS for SQL Server.

Designs a resilience program: how to structure and standardize resilience policies across an organization, team, or portfolio (tiered policy model with…

Guides Amazon SES onboarding for domain-based email sending.

Provides authoritative guidance on Amazon Neptune Database and Neptune Analytics for graph, knowledge-graph, and relationship-heavy workloads — fraud…

Operates Amazon MSK Provisioned clusters (Standard and Express brokers).

Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files for Serverless.