Orv Studio — AI Instagram Content Studio
Orv Studio is built for small Persian-language Instagram pages. You define a brand once — niche, tone, audience and red lines — and the studio drafts a content calendar with hooks, reel scenarios, captions and hashtags in that voice. Nothing goes out on its own: every draft passes an approval queue and becomes a ready-to-publish package, and the studio never asks for an Instagram password.
// Architecture
A Next.js web app handles accounts, brand profiles, plans and the content tools, and calls hosted large language models for Persian text and FLUX for images. A Python engine behind it analyses public Instagram and X profiles without logging in, renders carousels and reels with Persian text-to-speech narration via FFmpeg, and manages the approval queue. Brands are config files, so adding a new niche needs no code.
// Key capabilities
Brand brain
Tone, niche, audience and forbidden claims are written once and feed every hook, caption and cover, so the same brief comes out differently for each brand.
Monthly calendar
Each day gets a topic, a hook, a reel scenario, a caption with hashtags and a cover suggestion from the brand kit.
Human approval gate
Drafts wait in a queue for approval; approved posts become a package with media and caption to publish by hand, and a digest flags anything left unposted.
No-login competitor analysis
Public Instagram and X profiles are analysed anonymously for engagement and top hooks, so there is no risk to anyone's account.
// Technology stack
- Next.js
- Python / FastAPI
- LLM APIs
- FLUX
- FFmpeg / edge-tts
// Inside the project
// Next step
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