From voice, subtitles, and AI images to synthesis — a Shorts generation engine running at zero monthly fixed cost.
The Shorts Auto-Generation Engine is a Shorts generation engine that composes the entire process — voice synthesis, subtitles, AI images, and video synthesis — with a free stack, running at zero monthly fixed cost.
It handles informational and promotional content in a single pipeline, and is the production core that supplies content to BandAuto's Shorts channels and IncomeLink's content monetization.
| Project | Shorts Auto-Generation Engine |
|---|---|
| Domain | Content · Relation · Platform |
| Status / Period | Active · 2025 – Present |
| Core Tech | TTS · Automatic Subtitles · AI Images · FFmpeg Synthesis · Free Stack |
| Developed by | Good Friend Solution Co., Ltd. — operated with an AI-agent virtual dev team |
The core modules and features actually implemented.
An operational structure with no fixed cost, composed solely of free tools and open source.
Generates informational and promotional Shorts in the same pipeline.
Batch processing of TTS voice, automatic subtitles, and AI image generation and synthesis.
An output layer that distributes generated Shorts to YouTube and SNS channels.
Good Friend Solution sets up enterprise AI, commerce, and platform systems on top of proven, running code.