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2 posts tagged with "AI"

Artificial Intelligence

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Stop Rewriting Your AI Media Integrations Every Time You Switch Providers

· 8 min read
Aman Kumar Singh
Software Engineer Intern
TL;DR:

Every AI media provider has its own SDK, its own parameter names, its own polling logic. Tarash Gateway gives you one interface for all of them. Switch providers with a config change, chain them together, and never rewrite an integration again.

The AI media generation space moves fast. Every few weeks there's a new model worth trying: better motion, better prompt adherence, better pricing. So we tried them all.

Every switch meant the same work: different SDK, different parameter names, different polling logic, different error format. duration_seconds on one provider, duration on another, an enum string on a third. Each integration took a day. Each one was slightly different from the last in ways that didn't matter but had to be handled anyway.

And when a provider went down, the pipeline went with it. No fallback, no graceful degradation. Just errors until someone manually switched.

We weren't solving a new problem each time. So we built Tarash Gateway. We're Vertexcover, and we build tooling for teams working with AI-generated media.

Building SceneFlow: The Intelligent Video Cutter

· 9 min read
Aman Kumar Singh
Software Engineer Intern
TL;DR:

SceneFlow isn't just a video cutter, it's an intelligent editor. By combining signal processing with Multimodal AI, it finds the perfect cut points, ensuring your videos never end with awkward freezes, mid-sentence chops, or blinking eyes.

If you've ever worked with AI-generated videos, you know the problem. The content is great, but the endings are... weird. The avatar freezes, stares blankly into the soul of the viewer, or cuts off mid-breath.

Notice the awkward movement of the subject at the end of this AI-generated video

To make these videos production-ready, you have to manually trim that awkward tail. For one video, it's fine. For 1,000 personalized outreach videos? It's a nightmare.

We wanted to automate this. But simple tools like ffmpeg or basic silence detectors aren't enough. They don't "see" the video. They don't know if an avatar's face looks unnatural.

So we built SceneFlow.