> For the complete documentation index, see [llms.txt](https://docs.eitherway.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.eitherway.ai/documentation/ai-companion/whats-next.md). # What’s Next The AI Companion remains a major focus of development. The autonomous loop is already functioning internally. The next stage is making it more reliable across longer runs, improving the usefulness of scheduled execution, and refining the safety tiers so the system asks exactly when it should. The broader objective is not to create a more impressive demo. It is to build a companion that is genuinely useful to work with, and reliable enough to trust inside the product. As the system gets closer to release, the focus will remain on three things: * making the companion more dependable over longer tasks * improving visibility and control for the user * continuing to harden the platform underneath it The goal is clear: make AI more useful in practice, and safer to rely on. --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.eitherway.ai/documentation/ai-companion/whats-next.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.