> For the complete documentation index, see [llms.txt](https://kvants.gitbook.io/kvants-whitepaper/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://kvants.gitbook.io/kvants-whitepaper/roadmap.md).

# Roadmap

Forward-looking work items with status labels and no outcome promises.

Roadmap items are forward-looking and may change. The highest-priority item for the execution boundary is the Kvants Self-Hosted Runner: a generic Railway template that users deploy from their own accounts with their own credentials.

Planned runner packaging includes a frozen manifest, compiled IR, Dockerfile, Railway config, setup guide, local logs, local state, dry\_run default, explicit live confirmation, and no required runtime dependency on kvants.ai.

Other roadmap areas include more export hardening, broader curriculum coverage, clearer feature-status labels, and continued compliance review before public jurisdiction-specific launch decisions.