---
title: "Ask about the work behind the site"
url: "https://ramenm.com/en/chat"
markdown_url: "https://ramenm.com/en/chat/index.md"
locale: "en"
content_language: "en"
page_kind: "chat"
source: "localized_path"
llms_url: "https://ramenm.com/llms.txt"
llms_full_url: "https://ramenm.com/llms-full.txt"
---

# Ask about the work behind the site

The assistant answers from the public portfolio source: projects, decisions, trade-offs, and working style.

- Chat page URL: https://ramenm.com/en/chat
- Markdown URL: https://ramenm.com/en/chat/index.md
- Sample question: How did you approach the FastAPI performance work?
- Sample answer preview: I would start with a baseline, identify serial waits and dependency costs, then change one path at a time and check the benchmark again.

## Suggested prompts
- How did you approach the FastAPI performance work?
- Which project best shows backend ownership?
- How do you build integrations for unstable APIs?
- How do you keep LLM tooling reliable?

## Trust and usage notes
- Grounded in public project data and current backend context.
- Complete the quick check to send your message.
- Best for architecture, project details, and working style. Do not share private client data.