> ## Documentation Index
> Fetch the complete documentation index at: https://manojjahgirdar.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Community contributions

> I am an active open-source contributor and keep giving back to the developer community in any way possible.

## Labs

<CardGroup cols={1}>
  <Card title="Containers, Docker and Kubernetes for Beginners" icon="code" href="https://manojjahgirdar.github.io/docker-kubernetes-workshop">
    I have created a ​comprehensive hands on step by step guide that is easy to understand for anyone who is new to the world of Containers, Docker & Kubernetes.

    **Execution Time: 30 min**
  </Card>
</CardGroup>

## Open-source contributions

<CardGroup cols={2}>
  <Card title="Added Traceability to BeeAI Agentic Framework" icon="github" href="https://github.com/i-am-bee/beeai-framework/pull/1002">
    Traceability is an essential part of AI Agents development. I have added code to trace agents developed with BeeAI framework in LangSmith.

    **[https://framework.beeai.dev](https://framework.beeai.dev)**
  </Card>

  <Card title="Travel planner agent recipe with granite 3.0 and LangChain Agents" icon="github" href="https://github.com/ibm-granite-community/granite-snack-cookbook/pull/81">
    I have contributed "Travel planner agent recipe with granite 3.0 and LangChain Agents" IBM Granite recipe to IBM Granite community.

    **[https://github.com/ibm-granite-community/granite-snack-cookbook](https://github.com/ibm-granite-community/granite-snack-cookbook)**
  </Card>

  <Card title="Added Red Hat Certification support to all the Dockerfiles of Cloud Native Toolkit" icon="github" href="https://github.com/IBM/template-node-typescript/pull/27">
    Added Red Hat Certification support to all the Starterkits of Cloud Native Toolkit.

    **[https://develop.cloudnativetoolkit.dev/](https://develop.cloudnativetoolkit.dev/)**
  </Card>

  <Card title="Contributed to documentation of Context-forge MCP Gateway." icon="github" href="https://github.com/IBM/mcp-context-forge/pull/83">
    Implemented the code base, and fixed documentation gaps.

    **[https://ibm.github.io/mcp-context-forge/](https://ibm.github.io/mcp-context-forge/)**
  </Card>
</CardGroup>

## Articles

<CardGroup cols={2}>
  <Card title="Series: AI Agents best practices, Governance, Observability, Traceability and more." icon="medium" href="https://medium.com/@manojjahgirdar/list/enterprise-ai-agents-ee9f07fd3135">
    Articles covering topics that can help you develop enterprise grade AI Agents.

    **Read Time: 15 min**
  </Card>

  <Card title="Series: Learn how to train an open source Large Language Model (LLM)" icon="medium" href="https://medium.com/@manojjahgirdar/learn-how-to-train-an-open-source-large-language-model-llm-with-instructlab-part-1-skills-5f64a23a8263">
    I have explained how to train an open source LLM by creating skills/knowledge and training it in InstructLab.

    **Read Time: 25 min**
  </Card>

  <Card title="Step-by-Step Guide to Develop an AI Agent for E-Commerce Analytics" icon="medium" href="https://medium.com/@manojjahgirdar/step-by-step-guide-to-develop-an-ai-agent-for-e-commerce-analytics-6992fd7bbec7">
    I have explained how to build an AI agent using Langchain to analyze e-commerce patterns such as customer behavior to identifying trends in product sales and user feedback to make informed decisions and enhance user experiences.

    **Read Time: 13 min**
  </Card>

  <Card title="Learn How can a Software Developer get started towards Sustainable Software Engineering" icon="medium" href="https://medium.com/@manojjahgirdar/how-can-a-software-developer-get-started-towards-sustainable-software-engineering-bd4f1f7f066c">
    I have shared my learnings about What and Why of Sustainable Software Engineering and how you as a Software Developer can get started.

    **Read Time: 7 min**
  </Card>
</CardGroup>

Follow me on <Icon icon="medium" iconType="solid" /> **[Medium](https://medium.com/@manojjahgirdar)** to read **15+** articles that I have published. I actively write articles and I have **65 followers** on Medium.

> I also contribute to developers on [StackOverflow](https://stackoverflow.com/users/8539177/manoj-jahgirdar) answering the questions.