Robbie now assembles workspace context through a central context engine with typed providers, caching, provider priorities, conflict tracking, and Studio-aware context without changing the backend AI routing.
What shipped
- Central Robbie Context Engine added as the single source of truth for workspace context assembly
- Initial providers wired for Explorer, editor, terminal, search, Git, Docker, databases, metrics, deployments, logs, WordPress, Studio, extensions, and connection metadata
- Existing
/ai/assistantrequest payload preserved while the frontend now builds it from one typed snapshot - Provider cache metadata, snapshot conflict tracking, and subscription hooks added for future proactive Robbie flows and MCP compatibility
- Studio discovery points hidden behind a single frontend flag while direct Studio routes remain live
The story
Robbie still makes one AI request. The difference is how much structured workspace context it can prepare first.
ServerDesk is a cloud IDE that connects directly to your server via SFTP or SSH. There is no container spin-up, no sandboxed environment, and no abstraction layer between you and your infrastructure. You work with your actual files, on your actual server, from the browser.
Every feature in this release is live and available to all ServerDesk users from the day it shipped.
Try it yourself
Open [serverdesk.dev](https://serverdesk.dev/register), connect your server, and the new capabilities are there waiting for you. The Starter plan is free — no card required.
*Published by the ServerDesk team · 1 July 2026 · AI*