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AI · Release Note

Robbie V2 Phase 1: Context Engine

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.

1 July 2026AIServerDesk Team
Robbie V2 Phase 1: Context Engine in ServerDesk

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.

Changes in this release

  • 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/assistant request 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

[Read the full blog post →](/blog/robbie-v2-context-engine)


*Released 1 July 2026 · Category: AI*

In this release
Central Robbie Context Engine added as the singl…Initial providers wired for Explorer, editor, te…Existing `/ai/assistant` request payload preserv…Provider cache metadata, snapshot conflict track…+1 more

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