Made an AI pipeline that turns raw footage into edited shorts, no manual editing

Made an AI pipeline that turns raw footage into edited shorts, no manual editing

Drop a raw video in, get it back edited: silences cut, zoom on the key moments, karaoke captions, reframed for TikTok/Reels/Shorts. Claude handles the decisions, Remotion renders, Whisper transcribes. One long video becomes 5 shorts automatically.

Full breakdown with the exact prompts:

https://nullframe.medium.com/how-to-automate-video-editing-with-claude-remotion-whisper-2026-772482cde97d

Feedback welcome.

u/Ok-Shirt-3365 — 13 hours ago
▲ 4 r/roastmystartup+1 crossposts

I write conversion copy. Drop your URL and I’ll roast + rewrite your hero for free.

I write conversion copy and I’ve spent the last few months tearing apart SaaS landing pages. The same thing keeps happening: founders ship a genuinely good product, get traffic, and then nobody signs up. Nine times out of ten it’s not the product and it’s not the pricing. It’s the first screen. The words in your hero.

Three patterns I see over and over:


1. You describe the product, not the person. “A powerful platform for workflow automation” tells me nothing. “Stop copy-pasting data between 5 tools” tells me you’re talking to me. Lead with their problem, not your features.


2. Your headline is clever instead of clear. Clever makes people think, and on a landing page thinking means leaving. Boring and specific beats witty and vague every time. “We help [who] get [outcome] without [pain]” outconverts almost any cute tagline.


3. No reason to act now. They read it, think “neat”, close the tab. If nothing on that first screen makes them feel the cost of not fixing their problem, they won’t sign up.

Here’s the offer: drop your URL below and tell me one thing, roughly how much traffic you get versus how many actually sign up. I’ll rewrite your hero for free and tell you exactly why the current one is leaking. No strings.
And I’m curious, for those of you stuck: which part do you think is actually killing your conversion? The hero, the pricing page, the onboarding emails? My bet is it’s almost always the hero, but I want to hear where it really hurts for you.

reddit.com
u/Ok-Shirt-3365 — 6 days ago

Has anyone actually used Reddit as the MAIN traffic source for a paid digital product? What worked, what didn’t?

I’m building a small paid digital product and I want Reddit to be my main free traffic channel (value-first posts, no spam), not ads. For people who’ve actually done this:

**1.**	Did Reddit traffic turn into real sales, or just upvotes?  
**2.**	What kind of posts actually drove buyers (teardowns, demos, build-in-public, free tools)?  
**3.**	How do you point it at a niche that’s genuinely interested without getting removed for self-promo?  

Looking for real experience, not theory.

reddit.com
u/Ok-Shirt-3365 — 7 days ago

How do you actually find real, painful problems in a niche (with hard evidence, not guesses)? Looking for the research method, AI or no-AI.

How do you actually find real, painful problems in a niche (with hard evidence, not guesses)? Looking for the research method, AI or no-AI.

Body:
I keep hearing “solve a real painful problem, don’t build generic stuff.” Agreed. My issue is the step before building: how do you actually FIND and VALIDATE that pain with evidence, instead of guessing what sounds good?

I’d love your real research process, specifically:

**1.**	Where do you look for proof a problem is real and worth paying for? I’m thinking 1-2 star reviews of existing tools, people complaining in subreddits / X / Facebook groups, and what people already pay for on places like Gumroad or AppSumo. What else actually works?  
**2.**	How do you tell a real “I’d pay tomorrow” pain from a mild annoyance nobody opens their wallet for?  
**3.**	If you use AI for this research (Reddit/X scraping, review mining, etc.), how do you keep it from giving generic fluff and make it surface real, specific complaints in people’s own words?  
**4.**	And honestly, do you even need AI for this, or is manually reading where a niche hangs out faster and more accurate?

I’m good at building and writing, bad at guessing markets. I want a repeatable way to find pain backed by evidence.

reddit.com
u/Ok-Shirt-3365 — 8 days ago
▲ 1 r/aisolobusinesses+1 crossposts

I’m 18 and can build AI tools and automations fast, but I’ve never managed to sell anything. What’s the most realistic way to earn my first money with this?

I’m 18, self-taught, based in Italy. I can build working things fast and on my own: AI Claude automations, simple web apps, AI content pipelines (script to voice to video), AI image and video generation, landing pages, and conversion copy in Italian and in english . I’ve actually shipped real stuff too, a small SaaS, a white-label learning app I built for a teacher to resell, and a few automation pipelines. I have a lot of experience .

Here’s my honest problem. I’m good at building but bad at selling. Cold outreach and chasing strangers makes me freeze and it has never worked, and I’ve literally never closed a paying client for a service like the ones I said before I’m good with. I also have almost no money right now, so paid ads are off the table.

What I’m trying to figure out: with this skill set, what’s the most realistic way to get to my first real income in the next few weeks? Not “get rich”, just actual money coming in. A few specific questions:

**•**	For people who can build but hate selling, where did your first paid work actually come from?  
**•**	Is it smarter to go for remote contractor or junior roles, or to package one productized service?  
**•**	Are there places where clients come to you instead of you having to hunt them?

I’d rather hear the honest reality than feel-good advice. Tear the plan apart if it needs it.

reddit.com
u/Ok-Shirt-3365 — 8 days ago