ExplainMyPipeline – AI DevOps & DevSecOps Mentor

Problem Statement

DevOps beginners and junior engineers struggle to understand CI/CD failures, Docker errors, and system logs. Existing tools are designed for experts and focus on dashboards rather than clear explanations.

Solution

ExplainMyPipeline is an AI-powered mentoring tool that converts DevOps logs into plain-language explanations, severity levels, safe fixes, and security-aware guidance.

How It Works

1. User pastes a DevOps log or error
2. AI analyzes the input
3. Structured output is generated:
   • What happened
   • Severity
   • How to fix
   • Security note
   • Beginner tip

Current Status

This repository contains an early-stage prototype demonstrating:

• Sample DevOps logs
• Expected AI-generated explanations
• Gemini prompt design

Backend and UI integration are planned as future work.

Target Users

• DevOps beginners
• Students
• Junior engineers
• DevSecOps learners

Future Enhancements

• Web-based interface
• Live Gemini API integration
• Support for more CI/CD tools

Setup Instructions

1. Clone the repository

git clone https://github.com/jashuboy/ExplainMyPipeline.git cd ExplainMyPipeline

2. Install dependencies

pip install -r requirements.txt

3. Set Gemini API key

Windows: set GEMINI_API_KEY=your_api_key_here

Mac/Linux: export GEMINI_API_KEY=your_api_key_here

4. Run the app

python app.py

Open browser: http://127.0.0.1:5000

Architecture & Workflow

Sample Log Input & AI Output

Mock User Interface