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saghosh8/README.md

Hi, I'm Sahana 👋

I build practical AI-powered solutions for DevOps.

My focus is on exploring how AI can solve real-world DevOps problems — from CI/CD and Kubernetes to automation, troubleshooting, release management, and developer workflows.

🚀 What I'm Building

  • 🤖 AI for DevOps — A hands-on journey covering LLMs, GenAI, RAG, Agents, MCP, LLMOps, and practical DevOps projects.
  • ⚙️ AI DevOps Release Assistant — An AI-powered DevOps assistant for real-world release and deployment workflows.
  • 🔄 Release Automation — Multi-repository GitHub release orchestration for automating branches, CI/CD, releases, and release visibility.
  • 🧠 DevOps AI Agent Hub — A growing collection of practical AI agents designed to solve real DevOps problems.

🛠️ Areas I Work With

DevOps: CI/CD • GitHub Actions • Kubernetes • Docker • Terraform • Cloud • Release Automation • Observability

AI: LLMs • GenAI • RAG • AI Agents • MCP • LLM APIs • LLMOps

Languages & Tools: Python • YAML • Git • GitHub

🌱 What I'm Exploring

I'm building practical projects to understand how AI can actually be used by DevOps engineers — not just learning the concepts, but putting them into real workflows.

The goal is simple:

Find a real DevOps problem → build an AI solution → test it → share it openly.

Everything I build is open source and designed to be explored, run, and adapted.

📚 Learn With Me

🎥 YouTube: TechWorld with Sahana

💼 LinkedIn: Sahana Ghosh

📸 Instagram: TechWorld with Sahana

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  1. release-automation release-automation Public

    Multi-repo release orchestration for GitHub — scaffold repos, cut release branches, fan out CI/CD, and publish releases across 100s of app repos via workflow_dispatch. Includes a live status dashbo…

    Python 1

  2. ai-devops-release-assistant ai-devops-release-assistant Public

    AI-powered DevOps assistant that turns plain-English questions into structured runbooks using Gemini — runs as a CLI or entirely inside GitHub Actions, no server needed.

    Python

  3. AI-For-DevOps AI-For-DevOps Public

    A 21-day hands-on journey to mastering AI for DevOps — covering LLMs, GenAI, CI/CD, Kubernetes, cloud, automation, and AI-powered DevOps projects.

    16 9