aws-devops-agentLab
aws-devops-agent is a CLI tool that implements an AI tool-use loop using the Anthropic Messages API. The agent maintains a conversation context and selects from 31 boto3 functions — covering EC2, EKS, RDS, IAM, S3, CloudWatch, Lambda, and 17 additional AWS services — to respond to natural language queries with real-time API data. The architecture is a single-turn tool-use pattern: the model receives the query and tool definitions, returns tool_use blocks, the executor calls the corresponding boto3 function, and the result is fed back to the model for a final response.
How it works
Ask. AI decides. AWS responds.
You describe what you need in plain language. An AI model enters a tool-use loop — selecting the right boto3 function, executing it against your AWS account, and returning a structured response.
You ask
Write in plain Spanish or English. No CLI syntax required.
AI selects
The model picks from 31 boto3-backed functions based on your intent.
AWS executes
The function runs against your live account. Real data, real response.
Coverage
24 AWS services
Ecosystem
Role in the platform
aws-devops-agent is a Lab project exploring AI-native cloud operations — the tool-use pattern here evolved into the multi-agent architecture of lra-ai-platform.
Reads EC2, EKS, RDS and IAM resources provisioned by the Terraform modules.
The single-agent tool-use pattern here evolved into the 8-agent governed architecture of lra-ai-platform.
