Experiment Developer

Experiment Developer (formerly AP Developer) is an AI-powered solution that generates code for resiliency and chaos testing. From three inputs, it generates python code that can serve as actions and probes in a ChaosToolkit experiment.

Project Structure

The project is organized into three main directories:

1. Docker Source Code (/docker)

Contains the core backend services:

• Python code for content ingestion and code generation
• Docker configuration and containarization
• Utility scripts for building, running, and testing the solution

See docker/README.md for more details

2. Infrastructure (/cdk)

AWS CDK infrastructure code for deploying and managing the solution:

• Cloud infrastructure as code
• Deployment configurations

3. React UI (/react-ui)

Sample web interface for interacting with the Experiment Developer solution:

• User interface for code generation
• Simple three input form

Getting Started

1. Set up the development environment:

   • Configure AWS credentials and ensure secrets manager secrets are present (for OpenAI api key)
   • Install Docker
   • Set up Node.js for the React UI
   • Set up python virtual environment and install requirements

2. Example local executions:

   Run ingest

   sh docker/scripts/run_ingest_local.sh

   Run generate

   sh docker/scripts/run_generate_local.sh

   See docker/README.md for more details

3. Deploy to AWS:

   • Ensure context variables are updated
   • Ensure required secrets manager secrets exist
   • Deploy infrastructure
   • Push Docker images to ECR
   • Update allowed IP addresses API Gateway resource policy via cdk.json or console
   • Invoke via cdk\lambda\testing\invoke.py or react-ui, local deployment

   See cdk/README.md for more details

4. Start the React UI: Export API GW invoke url

   export REACT_APP_API_URL="your_url" 

   cd react-ui
   npm start

   Ensure you install dependencies if first time:

   npm install

   See react-ui/README.md for more details