Expert at building Avo Admin resources, actions, filters, dashboards, and cards for Rails applications.
Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table
Build full-stack apps with AWS Amplify Gen 2 using TypeScript, guided workflows, and best practices.
AWS architecture expertise including Well-Architected Framework, account strategy, VPC and networking design, compute and serverless…
AWS Bedrock foundation models for generative AI.
Generate monthly cost reports for the current or previous month of an AWS account using Cost Explorer.
AWS CDK expert for infrastructure refactoring, CloudFormation safety, and construct patterns.
AWS-specific infrastructure and services expertise for cloud operations and architecture
AWS cloud patterns for Lambda, ECS, S3, DynamoDB, and Infrastructure as Code with CDK/Terraform
Monitors AWS CloudFormation stacks for configuration drift using the AWS SDK DetectStackDrift and DescribeStackResourceDrifts APIs.
Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing…
Analyze AWS costs, billing, and pricing without MCP.
AWS cost optimization, monitoring, and operational excellence expert.
Deep AWS cost optimization expertise covering EC2 Reserved Instances, Savings Plans, Spot Instances, Lambda cost optimization, S3…
Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer
Use when debugging AWS authentication issues, switching between named profiles and environment variables, or setting up multi-account…
Query and manage AWS data services (DynamoDB, Aurora, Redshift, ElastiCache, Neptune, S3 Tables) without MCP.
Generate AWS architecture diagrams in Mermaid or ASCII from a description, existing IaC, or conversation context.
Create, migrate, run, debug and optimize genomics workflows in AWS HealthOmics.
Chat-based AWS infrastructure assistance using AWS CLI and console context.
Use when working with AWS resources — ECS Fargate, ECR, EFS, Secrets Manager, gomplate templates, multi-env deployments — even when the…