An AI-powered DevOps toolkit for infrastructure automation and analysis
Project description
SynteraAI DevOps Toolkit
An AI-powered DevOps toolkit for infrastructure automation and analysis. This tool helps DevOps engineers automate infrastructure recommendations, security scanning, code quality analysis, and more using AI.
Features
- 🤖 AI-powered infrastructure recommendations
- 🔒 Security scanning and analysis
- 📊 Code quality analysis
- 🐳 Docker file generation
- 📦 Dependency checking
- 👥 Contributor statistics
- 📝 Log analysis
- ⚡ Performance optimization suggestions
Installation
pip install syntera-ai-cli
Quick Start
- Set up your OpenAI API key: linux:
export GEMINI_API_KEY='your-gemini-api-key-here'
windows(Powershell):
$env:GEMINI_API_KEY = "your-gemini-api-key-here"
Another great option:
use .env file .
- Run the dashboard:
syntera-ai dashboard
-
Enter your GitHub repository URL when prompted.
-
Use the interactive dashboard to:
- Generate infrastructure recommendations
- Perform security scans
- Analyze code quality
- Generate Docker files
- And more!
Usage Examples
Infrastructure Recommendations
syntera-ai dashboard
# Select option 2 for infrastructure recommendations
Security Scanning
syntera-ai dashboard
# Select option 3 for security scanning
Code Quality Analysis
syntera-ai dashboard
# Select option 6 for code quality analysis
Requirements
- Python 3.8 or higher
- Gemmini API key
- Git (for repository analysis)
🚀 Features
This tool provides a full DevOps automation pipeline, from containerization to deployment and monitoring setup. Follow the features in order for the best results.
🐳 Docker Generation
Automatically generate Dockerfiles and docker-compose.yml based on your project’s structure and tech stack.
- Detects backend/frontend frameworks, ports, and dependencies.
- Creates service-specific Dockerfiles with best practices.
- Adds
.envsupport if available. - Ensures Nginx handling and proper ENTRYPOINT setup.
➡️ Output: Dockerfiles and a ready-to-use docker-compose.yml.
🏗️ Infrastructure Provisioning
Generates full Ansible playbooks and reusable roles to deploy your app on a cloud server (e.g., AWS EC2).
- Provisions VPC, subnet, EC2, keypair, security groups.
- Installs Docker, sets up app containers, and deploys from your repo.
- Includes modular roles like
install_docker,code_setup,docker_template, and optionaldatabase_service.
➡️ Output: Ansible main.yml and role directories under roles/.
📈 Monitoring Audit
Analyzes your Prometheus & Grafana setup for observability and DevOps best practices.
- Reviews Ansible roles for monitoring (e.g.,
monitoring,alerting). - Suggests improvements in metrics collection, dashboards, and alert rules.
- Ensures roles are modular and production-ready.
➡️ Output: An analysis report with improvement recommendations, in addition to eding the ansible playbook to automate generate grafana dashboard for server metrics.
✅ Usage Order
To use this tool effectively:
- Start with Docker Generation – containerize your services.
- Proceed to Infrastructure Provisioning – deploy containers to the cloud.
- Finish with Monitoring Audit – validate observability and alerts.
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
License
This project is licensed under the MIT License - see the LICENSE file for details.
Author
Fouad Mahmoud
- GitHub: @fouadmahmoud281
- Email: fouadmahmoud281@gmail.com
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