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Robbie evidence links now go deeper into the workspace

Robbie provenance links now resolve deeper into terminal output, loaded logs, deployment runs, database query history, metrics alerts, and process rows, while the internal debug panel records whether each jump was exact, section-level, or fallback.

4 July 2026AIServerDesk Team
Robbie evidence links now go deeper into the workspace in ServerDesk

Robbie provenance links now resolve deeper into terminal output, loaded logs, deployment runs, database query history, metrics alerts, and process rows, while the internal debug panel records whether each jump was exact, section-level, or fallback.

What shipped

  • Terminal provenance can now reference matching script-session output directly and attempt exact PTY buffer focus when the evidence still exists in the live shell
  • Docker and deployment log evidence now highlights matching loaded log lines instead of only opening the broad sidebar
  • Database provenance can now focus matching query-history items and route query-related evidence back into the SQL workbench when exact history is unavailable
  • Server metrics provenance now focuses alert cards and process rows where possible, with graceful section fallback when only the broader metrics area is available
  • The internal debug panel now records the last provenance focus result, including exact, section, fallback, and failure outcomes with highlight state and safe target identifiers

The story

Sprint H turns more provenance fallbacks into real deep focus: exact terminal output references, highlighted log lines, query history focus, and metrics row navigation.

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*

In this release
Terminal provenance can now reference matching s…Docker and deployment log evidence now highlight…Database provenance can now focus matching query…Server metrics provenance now focuses alert card…+1 more

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