u/WeirdRadish52

After months of making videos manually for my own pages, I got tired of the fact that one decent video costs half a day. Research, script, generation, editing, thumbnail, upload, description — the creative part is 10% of it and the pipeline is 90%.

So I built VIDGEN. You give it one sentence ("make a video about X"). A director agent orchestrates the rest: researches the topic, writes the script, generates the video (shorts or long-form), and publishes it straight to your YouTube channel with metadata done. You stay the executive producer — approve or regenerate anything — but you never touch an editor.

I've used it to publish [25+] videos on my own channels before opening it up, because I didn't want to launch something I don't run my own business on.

Honest limitations: it's not for cinematic brand films or heavy VFX work. It's built for volume — faceless channels, educational content, product channels, agencies doing short-form at scale.

It's live at vidgen.primeskills.pk — your first video is free, no card needed.

What I'd genuinely love feedback on: (1) does the first-video onboarding feel fast enough, and (2) what would make you trust an automated pipeline with your channel? That trust question is the one I think about most.

I spent the last few months building a multi-agent system where a director agent orchestrates the entire content chain: it researches the topic, writes the script, generates the video, and publishes to YouTube. Human input is one prompt.

Things that broke that nobody warns you about:

Video generation is non-deterministic, so the director needs quality gates between steps, not just a linear chain

Cross-step context ("keep the same style as before") fails silently — every generation step has to be fully self-describing

The upload step is where "demo" and "production" separate. Retries, metadata, scheduling — boring, but it's 30% of the reliability work

You only can make such agentic system when you have specific knowledge in relevant field. Like if you are building system for Youtube, you personally should have experience of running YT channels.

It's been running for real output, not demos — published videos so far.

Curious what orchestration patterns others are using for long multi-step pipelines. Single director agent with specialists, or peer-to-peer handoffs?

I spent the last few months building a multi-agent system where a director agent orchestrates the entire content chain: it researches the topic, writes the script, generates the video, and publishes to YouTube. Human input is one prompt.

Things that broke that nobody warns you about:

Video generation is non-deterministic, so the director needs quality gates between steps, not just a linear chain

Cross-step context ("keep the same style as before") fails silently — every generation step has to be fully self-describing

The upload step is where "demo" and "production" separate. Retries, metadata, scheduling — boring, but it's 30% of the reliability work

You only can make such agentic system when you have specific knowledge in relevant field. Like if you are building system for Youtube, you personally should have experience of running YT channels.

It's been running for real output, not demos — published videos so far.

Curious what orchestration patterns others are using for long multi-step pipelines. Single director agent with specialists, or peer-to-peer handoffs?

I was spending 4-6 hours per video on research, scripting, editing, thumbnails, uploading — and the moment life got busy, the channel went silent for two weeks and the algorithm buried me.

So I spent my downtime building a pipeline that handles the whole chain — topic research, script, the video itself, even the upload and description. Now my only job is deciding what the video should be about. One sentence of input.

25+ videos out since then. Consistency completely fixed. The weird part is the quality didn't drop the way I expected — turns out most of my "editing hours" were me second-guessing myself, not actually improving anything.

Not saying everyone should automate everything. But if burnout is what's killing your channel, the bottleneck might not be your creativity. Anyone else automated parts of their workflow? Curious what others hand off first.