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Content Operations Studio

A confidential multi-tenant content studio where a team stamps out card-news and short-form scenarios together (name withheld).

PersonalContribution 100%
★Key Metric: A content-automation backend that lets you pick among multiple LLMs, with per-workspace multi-tenancy.
Engineering Role
FullstackBackendAI/ML
#Web#Backend#AI#Product#Personal#Flask 3#Python 3#Anthropic SDK (Claude Sonnet 4.6)#Supabase#PostgreSQL (RLS)
Confidential · AI Content
Content Operations Studio
AI
#Web#Backend#AI#Product

Overview

A multi-tenant content operations studio where Claude generates video scenarios and frame prompts, running on a 4-tier permission model and an 8-state post state machine (name withheld). It even integrates with a Figma plugin.

My Work

  • ▸Full Flask backend plus Supabase multi-tenant RLS
  • ▸Tuned the Claude prompt set (thumbnail/body/video/frame)
  • ▸State machine, SRT caption generation, and Figma plugin queue

Features

  • Inline editing of 9-page card news plus AI auto-generation
  • Video scenario → per-cut captions, narration, frame candidates
  • Series Kanban board (draft → published)
  • Brand asset and copy snippet library

Highlights

  • Claude-based video scenario plus frame prompt generation
  • 4-tier RBAC workspaces, 8-state post state machine
  • Direct Figma plugin integration

Timeline

Role: Client-confidential build, role/domain partly masked
Contribution: 100%
Collaboration: Personal

Tech Stack

</>Flask, Claude Sonnet 4.6, Supabase RLS, full backend

Flask 3Python 3Anthropic SDK (Claude Sonnet 4.6)SupabasePostgreSQL (RLS)PyYAMLPyJWTFigma Plugin