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Sandbox and Dashboard Reliability

○ NOT REVIEWED

Sandbox and Dashboard Reliability

March 15 and 16 tightened several user-facing control paths.

The Ollama management API and OpenClaw two-channel architecture work reduced ambiguity around which path serves model control and which path serves user interaction. Sandbox migration work moved personal and legal RAG features toward cleaner runtime boundaries. Dashboard widget and newsletter module work improved the admin surface and public modularity story.

What Changed

  • Ollama management API behavior was corrected and documented.
  • OpenClaw’s two-channel architecture was cleaned up.
  • Sandbox migration advanced personal and legal RAG separation.
  • Dashboard widgets added deployment status, module exploration, drag-and-drop behavior, and faster initial load.
  • Newsletter module work moved toward modular packaging and a more polished UI.
  • Forkability cleanup checked that public/open-source boundaries remained intentional.

Why It Matters

This was not one flagship feature. It was a reliability pass across the places where users and operators touch the system most often.

Source Sessions

  • Vaults/argobox/ops/sessions/2026-03-15/
  • Vaults/argobox/ops/sessions/2026-03-16/
  • Vaults/argobox/sessions/2026-03-15/
  • Vaults/argobox/sessions/2026-03-16/