# Jevvellabs

> Jevvellabs is Sebastian Schkudlara's public site for production AI workflow architecture, agent infrastructure, retrieval, evaluation, approvals, deployment, and open-source engineering.

## Start here

- [Home](https://jevvellabs.com/): Services, working method, and current writing.
- [Profile](https://jevvellabs.com/rschumann/): Public professional profile and project evidence.
- [Blog](https://jevvellabs.com/blog/): Articles about production AI systems and developer tooling.
- [Agent routing skill](https://jevvellabs.com/SKILL.md): Topic-to-source guidance for AI agents.
- [Public site context](https://jevvellabs.com/agent-context/profile.md): Concise facts about Jevvellabs.
- [Public project context](https://jevvellabs.com/agent-context/projects.md): Current public projects and product surfaces.

## Current product writing

- [Do Not Crawl a Website Before You Know What Is in It](https://jevvellabs.com/map-before-you-crawl/)
- [A File Is Not Context Just Because You Uploaded It](https://jevvellabs.com/a-file-is-not-context-yet/)
- [An Agent Search API Should Use an Interface You Already Know](https://jevvellabs.com/agent-search-should-use-an-interface-you-know/)
- [The AI CLI Should Be Replaceable. Your Memory Should Not Be.](https://jevvellabs.com/the-ai-cli-should-be-replaceable/)
- [Memory Does Not Make an Agent a Good Reviewer](https://jevvellabs.com/memory-and-judgment-are-different-jobs/)

## Machine-readable indexes

- [Sitemap](https://jevvellabs.com/sitemap.xml)
- [Atom feed](https://jevvellabs.com/feed.xml)
- [Robots](https://jevvellabs.com/robots.txt)

## Optional

- [GitHub](https://github.com/rschumann)
- [2md](https://2md.traylinx.com/)
- [Traylinx Agentic Search](https://search.traylinx.com/)
- [Makakoo OS](https://github.com/makakoo/makakoo-os)
- [Lope](https://github.com/traylinx/lope)