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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

  • 🐳 Automatic Dockerfile generation

  • 📦 Dependency checking

  • ⚙️ Deployment automation with Ansible

  • 📊 Monitoring automation with Prometheus and Grafana

Installation

pip install syntera-ai-cli

Quick Start

  1. 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 .

  1. Run the dashboard
  • in windows :
syntera-ai dashboard
  • in unix (mac or linux):
sudo GEMINI_API_KEY=$GEMINI_API_KEY syntera-ai dashboard
  1. Enter your GitHub repository URL when prompted.

  2. Use the interactive dashboard to:

    • Generate infrastructure recommendations
    • Generate Docker files
    • Generate ansible deployment 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 .env support 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 optional database_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:

  1. Start with Docker Generation – containerize your services.
  2. Proceed to Infrastructure Provisioning – deploy containers to the cloud.
  3. 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

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