AI agents for AWS infra setup
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App Description
I am building a multi agent setup, to come up with a cloud architecture and cI/CD pipeline plan for your application. Agents can scan your github and docker repos and brainstorm with you, before proposing a solution. The agents have live access to the costs of aws resources and the cost is accounted in the planning. Agents are given tools to draw it’s plans, to visually communicate with the user. Once the user confirms the plan, ai agents start writing the terraform code and github actions files and applies them to build the setup mentioned in the plan. I have tried this on couple of my projects and I am getting good results.
Project Overview
This project introduces a multi-agent system designed to assist developers in setting up AWS infrastructure and CI/CD pipelines without requiring extensive DevOps expertise. The AI agents can analyze GitHub and Docker repositories, propose cloud architecture and pipeline plans, estimate costs, and execute the setup by writing Terraform code and GitHub Actions files. The project is in its early stages but shows promise based on initial trials.
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Features & Benefits
✅ Automates AWS infrastructure and CI/CD pipeline setup
✅ Integrates with GitHub and Docker repositories
✅ Provides cost estimation for AWS resources
✅ Visual communication of plans
✅ Automates code and workflow file generation