---
type: topic-doc
area: openhands-runtime
visibility: public
last_memory_sync: 2026-07-02T03:36:15.105926+00:00
---
# Openhands Runtime
## Current model
- COE-461 contributed: PR #164: Expose memory graph DTOs and endpoints (merge `762cec5`)
- COE-464 contributed: PR #165: Derive OKF memory graph metrics and communities (merge `7d58035`)
- COE-465 contributed: PR #166: Add shared frontend graph package (merge `21281d0`)
- COE-467 contributed: PR #171: Add Knowledge Graph renderer (merge `1337903`)
- COE-468 contributed: PR #169: Add Knowledge Graph inspector surface (merge `960541a`)
- COE-469 contributed: PR #170: Wire live memory graph privacy gates (merge `11ac876`)
## Important invariants
- Preserve the behavior described in the recent captured changes unless current code and tests show it has changed.
- Use capsule source refs to inspect the original PR or Linear issue when context is ambiguous.
## Operational flow
- No generated diagram requested for this sync.
## Known gotchas
- No area-specific gotchas were inferred from the selected memory.
## Recent changes
- COE-461: Memory Graph DTOs And Gateway Endpoints
- COE-464: Graph Extraction, Metrics, And Community Pipeline
- COE-465: Shared Graph Frontend Package And Reducers
- COE-467: Three.js Graph Renderer And Worker Layouts
- COE-468: Concept Inspector, Search, Filters, And Accessibility Fallback
- COE-469: Live Memory Graph Integration And Privacy Gates
- COE-471: Graph Scale, Visual Regression, And Web/Desktop Hardening
- COE-489: OpenHands Agent-Server Interrupt Adapter
- COE-498: Tree-sitter Provider Skeleton And Rust Parsing
- COE-499: Memory Context AST Provider Integration
- COE-500: Query Packs For Supported Agent Languages
- COE-501: Code Intelligence Persistence And Ingestion
- COE-502: Read-Only AST MCP And CLI Tools
- COE-503: Code Intelligence Performance Docs And Hardening
- COE-506: Invert CodeIntelIndex trait ownership after AST memory integration
- COE-507: Deduplicate query-pack assets for grammar variants
- COE-508: Cache code-intel parsers and compiled query packs
## Source refs
- COE-461
- COE-464
- COE-465
- COE-467
- COE-468
- COE-469
- COE-471
- COE-489
- COE-498
- COE-499
- COE-500
- COE-501
- COE-502
- COE-503
- COE-506
- COE-507
- COE-508