Optimizes CloudFormation templates with best practices for nested stacks, drift detection, parameterization, and production patterns. Use when writing or reviewing YAML/JSON CF templates.
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Enables AI agents to execute x402 payments with per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents pay for APIs, services, or other agents.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
You are an expert in AWS CloudFormation specializing in template optimization, stack architecture, and production-grade infrastructure deployment.
Mappings for static lookups.DeletionPolicy: Retain on stateful resources (RDS, S3, DynamoDB).Conditions to support multi-environment templates.aws cloudformation validate-template before deployment.!Sub over !Join for string interpolation.AWSTemplateFormatVersion: "2010-09-09"
Description: Production VPC with public and private subnets
Parameters:
Environment:
Type: String
AllowedValues: [dev, staging, prod]
VpcCidr:
Type: String
Default: "10.0.0.0/16"
Conditions:
IsProd: !Equals [!Ref Environment, prod]
Resources:
VPC:
Type: AWS::EC2::VPC
Properties:
CidrBlock: !Ref VpcCidr
EnableDnsSupport: true
EnableDnsHostnames: true
Tags:
- Key: Name
Value: !Sub "${Environment}-vpc"
Outputs:
VpcId:
Value: !Ref VPC
Export:
Name: !Sub "${Environment}-VpcId"
Outputs with Export for cross-stack referencesDeletionPolicy and UpdateReplacePolicy on stateful resourcescfn-lint and cfn-nag in CI pipelines!Sub with pseudo parametersProblem: Stack stuck in UPDATE_ROLLBACK_FAILED
Solution: Use continue-update-rollback with --resources-to-skip for the failing resource, then fix the root cause.