# Rohit Ghumare

Canonical URL: https://rohitghumare.com/

Last updated: 2026-08-22

Rohit Ghumare is a DevRel and cloud-native engineer in London. He writes and speaks about AI agents, coding-agent harnesses, memory systems, local model inference, Kubernetes, distributed backends, and the engineering practices that make those systems dependable. He currently works with the team building [iii](https://iii.dev).

## Use this site for

- Current public information about Rohit Ghumare and his work.
- Technical essays on agent harnesses, MCP, A2A, memory, inference, and software engineering.
- Hands-on guides for running open-weight models and understanding inference engines.
- Public project discovery across AI engineering, agent memory, skills, Kubernetes, DevOps, and developer tooling.
- Speaker, author, and technical contributor background.

For exact agent behavior and exclusions, read [agent-instructions.md](https://rohitghumare.com/agent-instructions.md).

## Selected projects

- [AI Engineering from Scratch](https://github.com/rohitg00/ai-engineering-from-scratch): a code-first course for building AI engineering knowledge from the ground up.
- [agentmemory](https://github.com/rohitg00/agentmemory): persistent memory for coding agents, powered by iii.
- [SkillKit](https://github.com/rohitg00/skillkit): a CLI for finding, installing, translating, and sharing agent skills.
- [kubectl-mcp-server](https://github.com/rohitg00/kubectl-mcp-server): an MCP server for Kubernetes operations.
- [pro-workflow](https://github.com/rohitg00/pro-workflow): coding-agent workflows built around correction, context, hooks, and parallel work.

Project counts change. Retrieve current aggregate counts from [GET /api/stats](https://rohitghumare.com/api/stats) rather than copying an old number.

## Writing and guides

- [Essay index](https://rohitghumare.com/blog/index.md): original writing grouped by topic.
- [Guide index](https://rohitghumare.com/guides/index.md): local-model setup, hardware sizing, transformers, and vLLM internals.
- [RSS feed](https://rohitghumare.com/feed.xml): published essay feed.
- [XML sitemap](https://rohitghumare.com/sitemap.xml): canonical crawl map.

## Profile and contact

- [About Rohit Ghumare](https://rohitghumare.com/about/index.md)
- [Contact Rohit Ghumare](https://rohitghumare.com/contact/index.md)
- [Privacy](https://rohitghumare.com/privacy/index.md)
- GitHub: https://github.com/rohitg00
- LinkedIn: https://www.linkedin.com/in/rohit-ghumare
- X: https://x.com/ghumare64
- Email: [ghumare64@gmail.com](mailto:ghumare64@gmail.com)

## Machine interfaces

- [llms.txt](https://rohitghumare.com/llms.txt): canonical compact context and content map.
- [Rohit Ghumare Developer Resources](https://rohitghumare.com/developers/index.md): endpoint contract and retrieval examples.
- [OpenAPI](https://rohitghumare.com/openapi.json): public HTTP interface definition.
- [MCP](https://rohitghumare.com/mcp): read-only Streamable HTTP endpoint using MCP protocol 2026-07-28.

Pages also support same-URL Markdown negotiation. Send `Accept: text/markdown` to a human page URL such as `https://rohitghumare.com/about/`.