---
type: topic-doc
area: okf
visibility: public
last_memory_sync: 2026-06-23T15:32:29.522793+00:00
---
# Okf
## Current model
- COE-408 contributed: PR #129: Add harness adapter capability discovery (merge `96345e3`)
- COE-423 contributed: PR #130: feat(gateway): add model credential settings seam (merge `07274f4`)
- COE-425 contributed: PR #132: feat(openhands): add subscription credential adapter (merge `93cea67`)
- COE-426 contributed: PR #131: Add Codex app-server prototype benchmark (merge `90ce68d`)
- COE-428 contributed: PR #133: Add alpha model configuration UI (merge `6f6b94e`)
- COE-429 contributed: PR #136: Enable local Codex app-server harness (merge `303ab81`)
## 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-408: Harness Adapter And Capability Model
- COE-423: Model And Credential Settings
- COE-425: OpenHands Subscription Credential Adapter
- COE-426: Codex App-Server Prototype And Benchmarks
- COE-428: Model Configuration UI And Routing Metadata
- COE-429: Codex Approvals And Cross-Harness Routing
- COE-452: DuckDB Prebuilt Developer Build Mode
- COE-453: Non-Interactive Init For Automation
- COE-454: OKF Bundle Schema And Legacy Capsule Mapping
- COE-456: OKF Writer, Lint, And Migration Fixtures
- COE-458: Catalog Reindex And Query Compatibility From OKF
- COE-460: OKF Export, Import, And Visibility Boundaries
- COE-461: Memory Graph DTOs And Gateway Endpoints
- COE-463: Docs Sync And MCP Admin Parity For OKF
- 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-475: ChatGPT OAuth For Codex Harness
- COE-476: Codex Production Harness Enablement
- COE-478: Harden model profile storage and validation follow-ups
- COE-479: Codex Debug Session Resume
- COE-480: Run Detail Metrics And Density
- COE-481: Model Configuration Codex Subscription Follow-Up
- COE-482: TUI Codex Token Usage Accounting
- COE-483: Codex Event Content Summaries
- COE-484: Desktop Live Snapshot And Run Detail Refresh
- COE-486: Harness Interrupt Contract And Run Diagnostics
- COE-487: Desktop Run Detail TUI Parity
- COE-488: Lazy Desktop Launcher Command
- COE-489: OpenHands Agent-Server Interrupt Adapter
- COE-490: Codex App-Server Turn Interrupt Adapter
- COE-491: Desktop Run Detail Action Wiring And Cleanup
- COE-492: Merging Supersedes Human Review Polling
- COE-493: Desktop Operations Integration Hardening
- COE-494: Project Metadata For Operator Issue Snapshots
- COE-495: FrankenTUI Project Headers And Dependency Gutter
- COE-496: Desktop Project Grouping And Collapse
- COE-497: Project Grouping Integration Hardening
- 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-504: Linear Polling And Rate-Limit Recovery
- COE-505: Add scheduler-side Codex stdio interrupt channel
- 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-408
- COE-423
- COE-425
- COE-426
- COE-428
- COE-429
- COE-452
- COE-453
- COE-454
- COE-456
- COE-458
- COE-460
- COE-461
- COE-463
- COE-464
- COE-465
- COE-467
- COE-468
- COE-469
- COE-471
- COE-475
- COE-476
- COE-478
- COE-479
- COE-480
- COE-481
- COE-482
- COE-483
- COE-484
- COE-486
- COE-487
- COE-488
- COE-489
- COE-490
- COE-491
- COE-492
- COE-493
- COE-494
- COE-495
- COE-496
- COE-497
- COE-498
- COE-499
- COE-500
- COE-501
- COE-502
- COE-503
- COE-504
- COE-505
- COE-506
- COE-507
- COE-508