# PROJECT_STATE.md

Project: OTB Cloud
Version: v1.1.0-alpha4.1
Updated: 2026-04-20
Location: /opt/otb_cloud

## Current State
OTB Cloud is now operating as a live multi-profile, dual-GPU media processing/storage platform.

### Confirmed Working
- Dashboard, device browser, and workshop flow
- File-ID based workshop queueing
- Multi-profile processing:
  - default
  - compress
  - hq
- Manual rotation override
- Processed outputs written to:
  - devices/<device>/video/
- Completed job actions:
  - View
  - Send to LTS
  - Download Output
  - Delete
- Failed job delete
- LTS routing for:
  - lts/video
  - lts/archived
  - lts/pictures
- Health page with cumulative GPU time that remains after visible job deletion
- Queue summary visible in workshop:
  - queued jobs
  - active users
- Global video jobs functionality present
- Intel + AMD worker threads active in production use

### Current Observed GPU Behavior
- Both intel and amd workers are active
- Both GPUs are successfully processing jobs
- AMD and Intel are both taking work from the queue in live operation
- Current observed job records still show batch_id as NULL on recent jobs, so full batch-aware fairness logic should be treated as not yet proven active

### Notes on Fair Use / Scheduler
- Fair-use scheduler direction is defined
- Per-tenant one-GPU fairness under contention is still an active implementation/testing area
- Current system is functional and stable enough to continue development while that is finalized

### Recommended Next Step
Proceed to Android app update:
- allow app-side selection for images, videos, or both