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AI · Release Note

Robbie V2 Sprint F: Provenance UX

Robbie answers can now point back to concrete workspace evidence through sanitized provenance anchors, clickable evidence chips, ignored-provider hints, and compact operational timelines, without changing the single AI request flow.

4 July 2026AIServerDesk Team
Robbie V2 Sprint F: Provenance UX in ServerDesk

Robbie answers can now point back to concrete workspace evidence through sanitized provenance anchors, clickable evidence chips, ignored-provider hints, and compact operational timelines, without changing the single AI request flow.

Changes in this release

  • The investigation summary now builds a provenance model with evidence anchors for files, selections, terminal output, Source Control, Docker, Database Explorer, Deployments, Metrics, Connections, and WordPress Toolkit
  • Robbie replies can now show a compact 'What Robbie Used' section with clickable evidence chips under the answer
  • Lower-confidence and investigative answers can expand into ignored-provider hints and a concise chronological provenance timeline
  • Provenance targets are permission-aware, secret-like paths are redacted, and unsupported destinations are shown as disabled rather than exposed
  • The internal debug panel now previews provenance anchors, navigation targets, disabled-target reasons, redaction notes, and timeline grouping

[Read the full blog post →](/blog/robbie-v2-provenance-ux)


*Released 4 July 2026 · Category: AI*

In this release
The investigation summary now builds a provenanc…Robbie replies can now show a compact 'What Robb…Lower-confidence and investigative answers can e…Provenance targets are permission-aware, secret-…+1 more

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