Lilly Tech Systems
AI Agent AWS Guardrails
Prevent AI coding agents from accidentally deleting or destroying your AWS resources. Learn IAM policies, Service Control Policies, resource protection, real-time monitoring, and backup strategies — everything you need to let AI agents work safely in your AWS environment.
Your Learning Path
Follow these lessons in order to build comprehensive AWS guardrails for AI agents, or jump to any topic that interests you.
1. Introduction to AWS Guardrails
Why AWS is the most common target for accidental AI agent deletions, shared responsibility in the context of AI agents, and real-world disaster scenarios.
2. IAM Policies for AI Agents
Create restricted IAM users/roles, deny destructive actions, set permission boundaries, and use condition keys to lock down AI agent access.
3. Service Control Policies (SCPs)
Organization-level guardrails that prevent deletion of production resources, tag-based controls, and protecting critical AWS services.
4. AWS Resource Protection
EC2 termination protection, RDS deletion protection, S3 Object Lock, CloudFormation stack policies, and more — with AWS CLI and Terraform examples.
5. CloudTrail Monitoring
Real-time detection of destructive API calls using CloudTrail, EventBridge, SNS notifications, and CloudWatch alarms.
6. AWS Backup & Recovery
Automated backup strategies, cross-region replication, point-in-time recovery, and procedures for when an AI agent deletes resources.
7. Best Practices & Checklist
Complete AWS guardrails checklist, multi-account strategy, AWS Control Tower, emergency procedures, and FAQ.
What You'll Learn
By the end of this course, you will be able to:
Lock Down AI Agent Permissions
Create IAM policies and Service Control Policies that allow AI agents to build and deploy without the ability to delete or destroy production resources.
Protect Critical Resources
Enable termination protection, deletion protection, Object Lock, and stack policies across every major AWS service your team uses.
Detect Threats in Real Time
Build a CloudTrail monitoring pipeline that alerts you instantly when any AI agent attempts a destructive action in your AWS account.
Recover from Mistakes
Implement backup and recovery strategies that let you restore any accidentally deleted resource within minutes, not hours.