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From developer-kit-aws
Provides advanced AWS CLI patterns for EC2, Lambda, S3, DynamoDB, RDS, VPC, IAM, CloudWatch management. Generates bulk scripts, automates workflows, validates security configs, executes JMESPath queries.
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Advanced AWS CLI patterns for speed, precision, and security-first automation. Covers JMESPath queries, bulk operations, waiters, cross-account access, and destructive operation safety.
Executes 15,000+ AWS APIs with SigV4, searches documentation, retrieves SOPs for workflows like VPC setup and Lambda deployment. Use for AWS CLI, API calls, tasks, or automation.
Provides deep AWS expertise for IAM policies, VPC networking, EKS/ECS/Lambda compute, RDS/DynamoDB/S3 storage, security hardening, monitoring, and multi-account production strategies.
Guides AWS penetration testing with IAM enumeration, privilege escalation, SSRF metadata exploits, S3 bucket attacks, Lambda code extraction, and red team persistence techniques.
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Advanced AWS CLI patterns for speed, precision, and security-first automation. Covers JMESPath queries, bulk operations, waiters, cross-account access, and destructive operation safety.
| Category | Services | Commands |
|---|---|---|
| Compute | EC2, Lambda | describe-instances, invoke, publish-version |
| Storage | S3 | sync, cp, mb, rb, presign |
| Database | DynamoDB, RDS | query, scan, batch-write-item |
| Networking | VPC, Route53 | describe-vpcs, describe-security-groups |
| Security | IAM | simulate-principal-policy, get-policy-version |
| Observability | CloudWatch | get-metric-statistics, filter-log-events |
--dryrun or --dry-run--query with JMESPath to filter before transfer--max-results and parallelize with xargs--profile and --region for multi-account operationsMANDATORY for any destructive operation:
# S3 sync with delete - MUST dry-run first
aws s3 sync s3://source/ s3://dest/ --delete --dryrun
# Review output, then remove --dryrun only if satisfied
# Bulk EC2 stop - validate targets first
aws ec2 describe-instances \
--filters "Name=tag:Environment,Values=development" \
--query 'Reservations[].Instances[?State.Name==`running`].InstanceId' \
--output text
# Confirm list, then pipe to stop command
# IAM policy attachment - simulate first
aws iam simulate-principal-policy \
--policy-source-arn arn:aws:iam::123456789012:user/myuser \
--action-names s3:DeleteObject \
--resource-arns arn:aws:s3:::my-bucket/*
compute-mastery.md - EC2, Lambda, Spot Fleets, ASGdata-ops-beast.md - S3 multipart, DynamoDB batch, RDS snapshotsnetworking-security-hardened.md - VPC Flow Logs, IAM policies, security groupsautomation-patterns.md - Shell aliases, JMESPath templates, CI/CD integration"Stop all development instances"
# 1. Dry-run: identify targets
aws ec2 describe-instances \
--filters "Name=tag:Environment,Values=development" \
"Name=instance-state-name,Values=running" \
--query 'Reservations[].Instances[].InstanceId' \
--output text
# 2. Confirm IDs, then execute
aws ec2 describe-instances \
--filters "Name=tag:Environment,Values=development" \
"Name=instance-state-name,Values=running" \
--query 'Reservations[].Instances[].InstanceId' \
--output text | xargs aws ec2 stop-instances --instance-ids
"Migrate data between buckets with SSE"
# 1. Dry-run migration
aws s3 sync s3://source-bucket/ s3://dest-bucket/ \
--sse AES256 \
--storage-class GLACIER \
--exclude "*.tmp" \
--dryrun
# 2. Enable versioning on destination
aws s3api put-bucket-versioning \
--bucket dest-bucket \
--versioning-configuration Status=Enabled
# 3. Execute after review
aws s3 sync s3://source-bucket/ s3://dest-bucket/ \
--sse AES256 \
--storage-class GLACIER \
--exclude "*.tmp"
"Find overprivileged IAM users"
aws iam list-users --query 'Users[].UserName' --output text | \
while read user; do
echo "Checking $user..."
aws iam simulate-principal-policy \
--policy-source-arn "arn:aws:iam::123456789012:user/$user" \
--action-names DeleteItem,DeleteTable,DeleteFunction \
--resource-arns "*" \
--query 'EvaluationResults[?EvalDecision==`allowed`]'
done
"Deploy Lambda to all regions"
for region in us-east-1 us-west-2 eu-west-1; do
echo "Deploying to $region..."
aws lambda update-function-code \
--function-name my-function \
--zip-file fileb://function.zip \
--region $region \
--publish
aws lambda wait function-active \
--function-name my-function \
--region $region
done
"Get running instances with specific tags as table"
aws ec2 describe-instances \
--query 'Reservations[].Instances[?State.Name==`running`].[InstanceId,Tags[?Key==`Name`].Value[0]|[0],PrivateIpAddress]' \
--output table
--output json for programmatic processing--max-throttle and exponential backoffaws service-quotas for current limits--max-results for consistency--no-paginate with jq for full dataset processingaws configure or environment variablesaws iam create-access-key