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Agentic 2026

Follower Engine

A set-and-forget autonomous content engine.

The problem

Growing an audience means constantly finding trends, producing on-brand video, captioning, and posting across many platforms on schedule — an unsustainable manual grind.

How it works

A CLI-driven pipeline that scrapes trending topics per niche, writes content, generates video (motion graphics, dynamic B-roll, AI voice, auto-captions, optional digital-twin avatar), assembles it, and auto-posts to multiple platforms — with a Flask dashboard and a scheduler for hands-off runs.

Key features

  • One-command “autopilot” mode across niches
  • Trend scraping (Google Trends, RSS, web) feeding AI content writing
  • AI voice (edge-tts / ElevenLabs) + Whisper auto-captions
  • Video assembly with motion graphics and optional avatar / face enhancement
  • Multi-platform posting (X, Instagram, YouTube, LinkedIn) + Flask dashboard

Architecture

A Click + Rich CLI orchestrates scraper, generator, platform-poster, scheduler, and dashboard modules, with a Peewee database tracking state.

Stack

Python Anthropic + OpenAI MoviePy diffusers Whisper Flask