Robbie can now link answers to exact workspace targets, including files and ranges, selected Git changes, deployment runs, containers, database objects, WordPress installs, and focused metrics sections, while inline citations keep those jumps close to the answer itself.
What shipped
- Provenance anchors now carry deeper target metadata for files, selections, terminal references, Docker containers, database objects, deployment runs, Git changes, WordPress installs, and metrics sections
- Evidence clicks now resolve through a shared provenance navigation model so supported panels can focus the exact target instead of only opening the broad sidebar
- Robbie replies can now insert lightweight inline citations that map directly to the same evidence anchors shown under the answer
- Fallback navigation now stays explicit when exact focus is unavailable, keeping deep links permission-aware and redaction-safe
- The internal debug panel now shows citation mappings, target details, and deep-focus support notes for provenance anchors
The story
Sprint G turns Robbie evidence into navigation: inline citations, deeper panel focus, and exact jumps back to the file, container, deployment, or database object behind the answer.
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 · 4 July 2026 · AI*