feat(ai): ADR-032 Typhoon OCR integration - models, processors, cache, VRAM monitor, sandbox UI
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# lcbp3 Development Guidelines
Auto-generated from all feature plans. Last updated: 2026-05-30
## Active Technologies
- TypeScript 5.x (NestJS 11 backend, Next.js 16 frontend), Python 3.11 (OCR sidecar)
+ Ollama (AI runtime), BullMQ (job queues), TypeORM (ORM), Redis (caching/locks), MariaDB 11.8 (database)
(232-typhoon-ocr-integration)
## Project Structure
```text
backend/
frontend/
tests/
```
## Commands
cd src [ONLY COMMANDS FOR ACTIVE TECHNOLOGIES][ONLY COMMANDS FOR ACTIVE TECHNOLOGIES] pytest [ONLY COMMANDS FOR ACTIVE TECHNOLOGIES][ONLY COMMANDS FOR ACTIVE TECHNOLOGIES] ruff check .
## Code Style
TypeScript 5.x (NestJS 11 backend, Next.js 16 frontend), Python 3.11 (OCR sidecar)
: Follow standard conventions
## Recent Changes
- 232-typhoon-ocr-integration: Added TypeScript 5.x (NestJS 11 backend, Next.js 16 frontend), Python 3.11 (OCR sidecar)