AI / generative media

GoraGen — AI video generation platform

Self-serve LoRA training, ComfyUI orchestration on rented GPUs, Gemini quality evaluation, multi-shot storyboards in one multi-tenant platform.

Region

goragen.com (global)

Role

Tech lead, architect, full-stack

Period

2025–2026

Industry

AI / generative media

Internal metrics not published. All details extracted from public README and repo.

Summary. Below — three parallel sections, each self-contained.

What's inside

Four apps behind one Caddy: landing (Astro), dash (React 19), admin (React 19), API (FastAPI).
Plan-100 Control Plane: coordinator + runner + reconciler with leader leases, six cutover stages, post-crash recovery.
61 SQL migrations, Postgres-native; pg_advisory_lock(42) for multi-replica safety.
Isolated workers container (singleton, replicas:1, stop_grace 120s) with eight loops.
Iterative quality pipeline: RU→EN translation → Claude picks model → Vast.ai instance (40-80GB VRAM) → ComfyUI → Gemini scores on 4 criteria → decision (regenerate / acceptable / good).
Self-serve LoRA training: kohya_ss + BLIP-2 captioning + validation grid + automatic persona insert.
ChromaDB for semantic search of recipe prompts.
@idempotent middleware on 5 mutating endpoints (sha256 of body, 24h TTL, replay on retry).
Cookie JWT + Bearer gk_live_* API keys (Argon2 hashed).

Three narratives