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Cable free and at zero cost

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My application is a Node.js server that runs in a docker container on EC2. I'm using @distube/ytdl-core to download the Youtube video and it works perfectly on my local dev environment.

As soon I run it in AWS I get an error from Youtube that says "Sign in to confirm you\u2019re not a bot". I'm guessing Youtube has blocked the IP's from AWS and forcing this, but there are a number of services I've seen that offer some kind of Youtube import (e.g. Opus Clip [1], Clay.ai [2], Veed.io [3] etc.), so my question is how are they getting around this restriction? The only possible solution I can think of is downloading the file locally and then uploading it but I feel like especially for Clay.ai that seems unlikely.

It seems like the suggestions online are to use a proxy server, but I don't trust random online proxy servers for a production application.

[1] https://www.opus.pro/\n[2] https://www.clay.com/claybooks/get-youtube-transcripts-in-seconds\n[3] https://www.veed.io/"},"title":{"matchLevel":"none","matchedWords":[],"value":"Ask HN: Are people downloading YouTube videos server-side"}},"_tags":["story","author_bigdatta","story_42637953","ask_hn"],"author":"bigdatta","children":[42638208,42648423],"created_at":"2025-01-08T20:09:20Z","created_at_i":1736366960,"num_comments":4,"objectID":"42637953","points":4,"story_id":42637953,"story_text":"I'm looking to download youtube videos so that I can transcribe them and then store the transcripts in my db. My application is a Node.js server that runs in a docker container on EC2. I'm using @distube/ytdl-core to download the Youtube video and it works perfectly on my local dev environment.

As soon I run it in AWS I get an error from Youtube that says "Sign in to confirm you\u2019re not a bot". I'm guessing Youtube has blocked the IP's from AWS and forcing this, but there are a number of services I've seen that offer some kind of Youtube import (e.g. Opus Clip [1], Clay.ai [2], Veed.io [3] etc.), so my question is how are they getting around this restriction? The only possible solution I can think of is downloading the file locally and then uploading it but I feel like especially for Clay.ai that seems unlikely.

It seems like the suggestions online are to use a proxy server, but I don't trust random online proxy servers for a production application.

[1] https://www.opus.pro/\n[2] https://www.clay.com/claybooks/get-youtube-transcripts-in-seconds\n[3] https://www.veed.io/","title":"Ask HN: Are people downloading YouTube videos server-side","updated_at":"2025-08-14T22:25:46Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"totruok"},"title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["ai"],"value":"Show HN: Fast AI Talking video model"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["veeda","ai"],"value":"https://www.veed.io/ai/fabric-1-0"}},"_tags":["story","author_totruok","story_45252726","show_hn"],"author":"totruok","children":[45257557],"created_at":"2025-09-15T17:47:02Z","created_at_i":1757958422,"num_comments":1,"objectID":"45252726","points":6,"story_id":45252726,"title":"Show HN: Fast AI Talking video model","updated_at":"2026-03-05T22:41:45Z","url":"https://www.veed.io/ai/fabric-1-0"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"sabbakeynejad"},"title":{"matchLevel":"none","matchedWords":[],"value":"We built the best zero shot lipsync model"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["veeda","ai"],"value":"https://fal.ai/models/veed/lipsync"}},"_tags":["story","author_sabbakeynejad","story_44171389"],"author":"sabbakeynejad","created_at":"2025-06-03T15:56:35Z","created_at_i":1748966195,"num_comments":0,"objectID":"44171389","points":3,"story_id":44171389,"title":"We built the best zero shot lipsync model","updated_at":"2025-06-08T18:43:35Z","url":"https://fal.ai/models/veed/lipsync"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"totruok"},"title":{"matchLevel":"none","matchedWords":[],"value":"Fabric API \u2013 Build Video Apps with Image-to-Video and Lip Sync (1-Min Clips)"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["veeda","ai"],"value":"https://www.veed.io/ai/fabric-1-0"}},"_tags":["story","author_totruok","story_45415043"],"author":"totruok","created_at":"2025-09-29T15:29:22Z","created_at_i":1759159762,"num_comments":0,"objectID":"45415043","points":1,"story_id":45415043,"title":"Fabric API \u2013 Build Video Apps with Image-to-Video and Lip Sync (1-Min Clips)","updated_at":"2026-03-05T22:46:22Z","url":"https://www.veed.io/ai/fabric-1-0"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"bhuvnesharya"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["veeda","ai"],"value":"Hi HN,

I'm excited to share Insight Veda, a learning platform I created to help developers and software engineers deeply understand System Design, Software Architecture, and AI-Driven Architecture.

What\u2019s inside:

Architecture Lessons that break down key concepts in software and system design.

Real-World System Design Case Studies like how to design scalable chat systems.

AI-Driven System Design lessons that explore how to build AI-ready architectures and work with LLMs and AI agents.

This isn\u2019t a course platform or bootcamp. It\u2019s more of a curated knowledge base + learning journey for engineers who want to level up their architectural thinking.

Built with solo devs, team leads, and future architects in mind.

I\u2019d love to hear your thoughts, feedback, or suggestions to improve it. Thank you!"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["veeda","ai"],"value":"Show HN: Insight Veda \u2013 Learn System Design and AI-Driven Architecture"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://insightveda.com/"}},"_tags":["story","author_bhuvnesharya","story_43693140","show_hn"],"author":"bhuvnesharya","children":[43693217],"created_at":"2025-04-15T14:20:39Z","created_at_i":1744726839,"num_comments":1,"objectID":"43693140","points":1,"story_id":43693140,"story_text":"Hi HN,

I'm excited to share Insight Veda, a learning platform I created to help developers and software engineers deeply understand System Design, Software Architecture, and AI-Driven Architecture.

What\u2019s inside:

Architecture Lessons that break down key concepts in software and system design.

Real-World System Design Case Studies like how to design scalable chat systems.

AI-Driven System Design lessons that explore how to build AI-ready architectures and work with LLMs and AI agents.

This isn\u2019t a course platform or bootcamp. It\u2019s more of a curated knowledge base + learning journey for engineers who want to level up their architectural thinking.

Built with solo devs, team leads, and future architects in mind.

I\u2019d love to hear your thoughts, feedback, or suggestions to improve it. Thank you!","title":"Show HN: Insight Veda \u2013 Learn System Design and AI-Driven Architecture","updated_at":"2025-04-15T14:26:15Z","url":"https://insightveda.com/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"antonmybites1"},"title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["veeda"],"value":"Transforming Business Communications with VEED: Corporate Videos That Stand Out"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["veeda","ai"],"value":"https://borstch.com/blog/ai/transforming-business-communications-with-veed-producing-corporate-videos-that-stand-out"}},"_tags":["story","author_antonmybites1","story_40156997"],"author":"antonmybites1","children":[40156998],"created_at":"2024-04-25T13:02:43Z","created_at_i":1714050163,"num_comments":1,"objectID":"40156997","points":1,"story_id":40156997,"title":"Transforming Business Communications with VEED: Corporate Videos That Stand Out","updated_at":"2024-09-20T16:54:00Z","url":"https://borstch.com/blog/ai/transforming-business-communications-with-veed-producing-corporate-videos-that-stand-out"},{"_highlightResult":{"author":{"fullyHighlighted":true,"matchLevel":"partial","matchedWords":["veeda"],"value":"Veefa"},"story_text":{"matchLevel":"none","matchedWords":[],"value":"I used to work in VC and watched good teams lose months chasing the wrong investors. I\u2019m building Evalyze to make the unglamorous parts faster and more precise.

After sign-up (email only, no card) you can:

- upload a deck or paste your site\n- get a ranked list of relevant VCs/angels with a short \u201cwhy\u201d for each

What\u2019s different: instead of dumping a big list, we try to explain why an investor fits based on stage, sector, check size, and portfolio patterns. It\u2019s far from perfect and we want blunt feedback before opening wider.

Limits to know:

- newer funds and emerging managers can be underrepresented\n- geo nuances are still rough\n- matching can over-weight buzzwords if the deck is vague

I\u2019d love critique on the ranking logic, signals you\u2019d add/remove, and any privacy concerns. If you don\u2019t want to upload a deck, there\u2019s a sample you can use to see the flow.

I\u2019ll be here replying and shipping fixes as comments come in."},"title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["ai"],"value":"Show HN: Evalyze \u2013 AI investor matching from your pitch deck (feedback welcome)"},"url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["ai"],"value":"https://www.evalyze.ai/investor-matching"}},"_tags":["story","author_Veefa","story_45151310","show_hn"],"author":"Veefa","children":[45151323,45164811],"created_at":"2025-09-06T17:40:20Z","created_at_i":1757180420,"num_comments":2,"objectID":"45151310","points":6,"story_id":45151310,"story_text":"I used to work in VC and watched good teams lose months chasing the wrong investors. I\u2019m building Evalyze to make the unglamorous parts faster and more precise.

After sign-up (email only, no card) you can:

- upload a deck or paste your site\n- get a ranked list of relevant VCs/angels with a short \u201cwhy\u201d for each

What\u2019s different: instead of dumping a big list, we try to explain why an investor fits based on stage, sector, check size, and portfolio patterns. It\u2019s far from perfect and we want blunt feedback before opening wider.

Limits to know:

- newer funds and emerging managers can be underrepresented\n- geo nuances are still rough\n- matching can over-weight buzzwords if the deck is vague

I\u2019d love critique on the ranking logic, signals you\u2019d add/remove, and any privacy concerns. If you don\u2019t want to upload a deck, there\u2019s a sample you can use to see the flow.

I\u2019ll be here replying and shipping fixes as comments come in.","title":"Show HN: Evalyze \u2013 AI investor matching from your pitch deck (feedback welcome)","updated_at":"2026-03-05T22:40:05Z","url":"https://www.evalyze.ai/investor-matching"},{"_highlightResult":{"author":{"fullyHighlighted":true,"matchLevel":"partial","matchedWords":["veeda"],"value":"Veefa"},"story_text":{"matchLevel":"none","matchedWords":[],"value":"I built Evalyze because I was frustrated by how much time founders lose sending hundreds of cold emails to the wrong investors. The tool takes a pitch deck, reads it, and suggests a ranked list of investors with short notes on why each one might be a fit. It looks at things like stage, sector, check size, geography, and portfolio patterns, then compares that to a dataset of over ten thousand investors. The goal is not to give you a giant spreadsheet, but to narrow things down to the people who are most likely to care about what you are building.

Signup is free, just an email, no payment. I know some people dislike logins, but it helps me prevent spam and lets you save your runs. You can also play with a sample deck if you want to see it work before adding your own.

What I would love from HN is feedback. Are the matches useful? Are the explanations clear enough? Do you think it needs more transparency about how the ranking works, or less? Where does it break? Thin decks and biotech are still tricky, and sometimes investor data gets stale. If you notice bad fits, I would be grateful if you point them out so I can fix the signals.

I will be here in the comments to answer technical questions and to hear your thoughts. If signup is a blocker, let me know and I can share a sample run so you can still take a look."},"title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["ai"],"value":"Show HN: Evalyze-AI investor matches from your pitch deck (free signup)"},"url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["ai"],"value":"https://www.evalyze.ai/register"}},"_tags":["story","author_Veefa","story_45357095","show_hn"],"author":"Veefa","children":[45357105],"created_at":"2025-09-24T06:47:48Z","created_at_i":1758696468,"num_comments":1,"objectID":"45357095","points":2,"story_id":45357095,"story_text":"I built Evalyze because I was frustrated by how much time founders lose sending hundreds of cold emails to the wrong investors. The tool takes a pitch deck, reads it, and suggests a ranked list of investors with short notes on why each one might be a fit. It looks at things like stage, sector, check size, geography, and portfolio patterns, then compares that to a dataset of over ten thousand investors. The goal is not to give you a giant spreadsheet, but to narrow things down to the people who are most likely to care about what you are building.

Signup is free, just an email, no payment. I know some people dislike logins, but it helps me prevent spam and lets you save your runs. You can also play with a sample deck if you want to see it work before adding your own.

What I would love from HN is feedback. Are the matches useful? Are the explanations clear enough? Do you think it needs more transparency about how the ranking works, or less? Where does it break? Thin decks and biotech are still tricky, and sometimes investor data gets stale. If you notice bad fits, I would be grateful if you point them out so I can fix the signals.

I will be here in the comments to answer technical questions and to hear your thoughts. If signup is a blocker, let me know and I can share a sample run so you can still take a look.","title":"Show HN: Evalyze-AI investor matches from your pitch deck (free signup)","updated_at":"2026-03-05T22:43:14Z","url":"https://www.evalyze.ai/register"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"yungtriggz"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["veeda","ai"],"value":"Remy is an AI agent that finds you the best clips from the world\u2019s videos in real time.

The Problem:

Remy was born out of a simple frustration I had: after taking the Gordon Ramsay Masterclass, I realised I had already seen most of the content scattered across different YouTube videos over the years.

However, after going back to scouring YouTube to compile all of the videos I was interested in, I found that most of what I was looking for was buried in much longer videos. So, the question became: Why isn\u2019t there one place to find every clip I\u2019m looking for, no matter what video it\u2019s hidden in? From that, Remy began to take shape.

The Solution:

We\u2019ve since developed fast, powerful video search and understanding models, designed to save you time and effort by finding you exactly what you asked for, no matter how niche or specific. Remy searches across billions of videos in seconds, letting you iterate and hone in on the clips that matter most to you.

With real-time clipping, Remy looks for the best clips for your search every time, not just the closest clip we have.

How Remy Works:

Clipping long-form videos into short-form content isn\u2019t new\u2014tools like Opus, Klap, and Veed.io have helped creators do this for years. However, the clips that creators select to maximise engagement often don\u2019t align with what you\u2019re specifically looking for - but the content you want is still in those videos! We\u2019re introducing consumer-focused clipping, tailored to what you want to see, for the first time.

Remy combines a chat interface with our video search engine. Just tell Remy what you\u2019re looking for\u2014whether it\u2019s a specific person discussing something, a topic, or a comparison\u2014and it will pull up the precise moments you asked for, from YouTube videos, interviews, podcasts, etc.

The result? A seamless experience where you\u2019re only watching what interests you, and finding it in a fraction of the time.

Why Remy is Different:

I know, chatbots are feeling a little overdone - but sometimes they can be useful and we think that\u2019s the case here. Remy\u2019s chatbot form combines conversational and iterative search, powering focused rabbit-holes.

Remy doesn\u2019t just search over an index of videos that we maintain, it also has web search capabilities to get the most up to date videos as well. We use Remy to ask questions about changes in San Francisco politics, recent sports games, and new music that\u2019s coming out.

As your searches evolve, Remy understands the context and narrows down results in real time, finding clips that otherwise might be buried deep within hours-long videos. Have questions about a clip it found? Just ask in the chat and get answers rooted in the content Remy found for you.

Some Of Our Favourite Queries:

\u201cThe history of Le Gavroche and the Roux brothers.\u201d\n\u201cStories about the writing of The Lord of the Rings\u201d\n\u201cTell me about a sea animal I probably didn\u2019t know existed\u201d

What You Can Do with Remy:

Catch up on current events - \u201cWhat\u2019s going on around the world today?\u201d\nExplore personal stories - \u201cGordon Ramsay talking about his relationship with Marco Pierre White.\u201d or \u201cMark Zuckerberg talking about the impact of social media influencers\u201d\nMake product comparisons - \u201cShow me the differences between Oncloud Ultra 2s and Hoka Speedgoat 6s \u2026 Show me people just talking about the pros of the Hokas over the Onclouds \u2026 Now just people talking about the tread pattern of the Hokas.\u201d\nTrace artistic influences - \u201cHow did A.G. Cook influence hyperpop?\u201d

The Bottom Line:

Remy finds the exact moments you\u2019re searching for, no matter where they are in a video, or how deep Google\u2019s SEO has hidden them. Spend less time sifting through content and more time getting to the clips that really matter. With Remy, the perfect clip is just a chat away.

Try it out and let us know what you think! Thanks"},"title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["ai"],"value":"Show HN: Remy \u2013 an AI agent that finds the best clips from the world's videos"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://www.getremy.app/"}},"_tags":["story","author_yungtriggz","story_42054777","show_hn"],"author":"yungtriggz","created_at":"2024-11-05T20:13:58Z","created_at_i":1730837638,"num_comments":0,"objectID":"42054777","points":2,"story_id":42054777,"story_text":"Remy is an AI agent that finds you the best clips from the world\u2019s videos in real time.

The Problem:

Remy was born out of a simple frustration I had: after taking the Gordon Ramsay Masterclass, I realised I had already seen most of the content scattered across different YouTube videos over the years.

However, after going back to scouring YouTube to compile all of the videos I was interested in, I found that most of what I was looking for was buried in much longer videos. So, the question became: Why isn\u2019t there one place to find every clip I\u2019m looking for, no matter what video it\u2019s hidden in? From that, Remy began to take shape.

The Solution:

We\u2019ve since developed fast, powerful video search and understanding models, designed to save you time and effort by finding you exactly what you asked for, no matter how niche or specific. Remy searches across billions of videos in seconds, letting you iterate and hone in on the clips that matter most to you.

With real-time clipping, Remy looks for the best clips for your search every time, not just the closest clip we have.

How Remy Works:

Clipping long-form videos into short-form content isn\u2019t new\u2014tools like Opus, Klap, and Veed.io have helped creators do this for years. However, the clips that creators select to maximise engagement often don\u2019t align with what you\u2019re specifically looking for - but the content you want is still in those videos! We\u2019re introducing consumer-focused clipping, tailored to what you want to see, for the first time.

Remy combines a chat interface with our video search engine. Just tell Remy what you\u2019re looking for\u2014whether it\u2019s a specific person discussing something, a topic, or a comparison\u2014and it will pull up the precise moments you asked for, from YouTube videos, interviews, podcasts, etc.

The result? A seamless experience where you\u2019re only watching what interests you, and finding it in a fraction of the time.

Why Remy is Different:

I know, chatbots are feeling a little overdone - but sometimes they can be useful and we think that\u2019s the case here. Remy\u2019s chatbot form combines conversational and iterative search, powering focused rabbit-holes.

Remy doesn\u2019t just search over an index of videos that we maintain, it also has web search capabilities to get the most up to date videos as well. We use Remy to ask questions about changes in San Francisco politics, recent sports games, and new music that\u2019s coming out.

As your searches evolve, Remy understands the context and narrows down results in real time, finding clips that otherwise might be buried deep within hours-long videos. Have questions about a clip it found? Just ask in the chat and get answers rooted in the content Remy found for you.

Some Of Our Favourite Queries:

\u201cThe history of Le Gavroche and the Roux brothers.\u201d\n\u201cStories about the writing of The Lord of the Rings\u201d\n\u201cTell me about a sea animal I probably didn\u2019t know existed\u201d

What You Can Do with Remy:

Catch up on current events - \u201cWhat\u2019s going on around the world today?\u201d\nExplore personal stories - \u201cGordon Ramsay talking about his relationship with Marco Pierre White.\u201d or \u201cMark Zuckerberg talking about the impact of social media influencers\u201d\nMake product comparisons - \u201cShow me the differences between Oncloud Ultra 2s and Hoka Speedgoat 6s \u2026 Show me people just talking about the pros of the Hokas over the Onclouds \u2026 Now just people talking about the tread pattern of the Hokas.\u201d\nTrace artistic influences - \u201cHow did A.G. Cook influence hyperpop?\u201d

The Bottom Line:

Remy finds the exact moments you\u2019re searching for, no matter where they are in a video, or how deep Google\u2019s SEO has hidden them. Spend less time sifting through content and more time getting to the clips that really matter. With Remy, the perfect clip is just a chat away.

Try it out and let us know what you think! Thanks","title":"Show HN: Remy \u2013 an AI agent that finds the best clips from the world's videos","updated_at":"2024-11-05T20:23:57Z","url":"https://www.getremy.app/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"K9-P5"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["veeda","ai"],"value":"Hey HN,

We\u2019re building Diffusion Studio (YC F24) \u2013 an AI-native, client-side video editing engine that replaces the need for FFmpeg and enables advanced video editing in the browser.

The Problem

Video processing is still extremely difficult. FFmpeg (written in 2000) remains the default toolkit, despite lacking real-time support, modern text rendering, and animation capabilities. Most web-based editors (e.g. https://www.veed.io/) rely on server-side rendering, which adds complexity and delays due to footage uploads and queuing rendering pipelines.

In March 2023, I was automating my own social media content and realized FFmpeg/Moviepy wasn\u2019t enough for modern workflows. That\u2019s when I turned to Chromium, which had just introduced a low-level encoding API capable of real-time, high-performance video rendering (https://developer.mozilla.org/en-US/docs/Web/API/WebCodecs_A...). Seeing the potential, I quit my job and spent the last two years building a video processing engine designed for the AI era\u2014fully client-side and optimized for automation.

What\u2019s Special?

Diffusion Studio is essentially a headless CapCut for developers. Key features:

  - Fully client-side \u2013 no WASM-compiled FFmpeg, no server required\n  - Keyframes, captions, and layering \u2013 built-in advanced editing capabilities\n  - Blazing fast \u2013 benchmarks show it outperforms DaVinci Resolve for video export/rendering on an M1 MacBook Pro\n  - AI-ready \u2013 optimized for programmatic editing and content generation\n  - Great for backend rendering \u2013 Works with Playwright or Puppeteer, making it a go-to choice over FFmpeg for many server-side workflows\n
\nMission & Milestones

Our mission is to enable anyone\u2014whether it\u2019s AI models or junior developers\u2014to leverage our high-level engine to build powerful video tools and scalable editing pipelines for large-scale content creation.

So far:

  - A YC startup from the current batch (W25) is using Diffusion Studio to build video editing agents, due to its agentic-first architecture\n  - A leading AI research lab is integrating the engine into its creative playground to edit and refine generative content\n  - Several edtech startups are using Diffusion Studio to transform study materials into dynamic explainer videos\n
\nIf you\u2019re building tools for video-heavy platforms or looking for a better alternative to FFmpeg, we\u2019d love to hear your thoughts.

Try It Out here: https://www.npmjs.com/package/@diffusionstudio/core

Looking forward to your feedback!"},"title":{"matchLevel":"none","matchedWords":[],"value":"Show HN: A pure TypeScript library for editing videos in the Browser"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://github.com/diffusionstudio/core"}},"_tags":["story","author_K9-P5","story_43127841","show_hn"],"author":"K9-P5","created_at":"2025-02-21T14:31:09Z","created_at_i":1740148269,"num_comments":0,"objectID":"43127841","points":3,"story_id":43127841,"story_text":"Hey HN,

We\u2019re building Diffusion Studio (YC F24) \u2013 an AI-native, client-side video editing engine that replaces the need for FFmpeg and enables advanced video editing in the browser.

The Problem

Video processing is still extremely difficult. FFmpeg (written in 2000) remains the default toolkit, despite lacking real-time support, modern text rendering, and animation capabilities. Most web-based editors (e.g. https://www.veed.io/) rely on server-side rendering, which adds complexity and delays due to footage uploads and queuing rendering pipelines.

In March 2023, I was automating my own social media content and realized FFmpeg/Moviepy wasn\u2019t enough for modern workflows. That\u2019s when I turned to Chromium, which had just introduced a low-level encoding API capable of real-time, high-performance video rendering (https://developer.mozilla.org/en-US/docs/Web/API/WebCodecs_A...). Seeing the potential, I quit my job and spent the last two years building a video processing engine designed for the AI era\u2014fully client-side and optimized for automation.

What\u2019s Special?

Diffusion Studio is essentially a headless CapCut for developers. Key features:

  - Fully client-side \u2013 no WASM-compiled FFmpeg, no server required\n  - Keyframes, captions, and layering \u2013 built-in advanced editing capabilities\n  - Blazing fast \u2013 benchmarks show it outperforms DaVinci Resolve for video export/rendering on an M1 MacBook Pro\n  - AI-ready \u2013 optimized for programmatic editing and content generation\n  - Great for backend rendering \u2013 Works with Playwright or Puppeteer, making it a go-to choice over FFmpeg for many server-side workflows\n
\nMission & Milestones

Our mission is to enable anyone\u2014whether it\u2019s AI models or junior developers\u2014to leverage our high-level engine to build powerful video tools and scalable editing pipelines for large-scale content creation.

So far:

  - A YC startup from the current batch (W25) is using Diffusion Studio to build video editing agents, due to its agentic-first architecture\n  - A leading AI research lab is integrating the engine into its creative playground to edit and refine generative content\n  - Several edtech startups are using Diffusion Studio to transform study materials into dynamic explainer videos\n
\nIf you\u2019re building tools for video-heavy platforms or looking for a better alternative to FFmpeg, we\u2019d love to hear your thoughts.

Try It Out here: https://www.npmjs.com/package/@diffusionstudio/core

Looking forward to your feedback!","title":"Show HN: A pure TypeScript library for editing videos in the Browser","updated_at":"2025-08-04T20:42:30Z","url":"https://github.com/diffusionstudio/core"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"yonatan06"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["veeda","ai"],"value":"Hi HN,

I\u2019m one of the founders of Gling https://gling.ai\nWe\u2019ve been working on AI video editing for a while (mostly helping YouTubers remove silences and bad takes), but we just released a new feature that I wanted to share with you: converting text links directly into talking head videos.

The Problem: Repurposing text content (blogs, Twitter threads, LinkedIn posts) into video is tedious. You usually have to summarize the text, write a script, set up a camera/teleprompter, record, and edit. We wanted to collapse that entire stack into one click.

How it works: You paste a URL (e.g., a TechCrunch article, blog post, or an X thread), and Gling does the following:

    Content Extraction: We scrape the meaningful content from the page.\n\n    Script Generation: We use llm to summarize the content and rewrite it into a natural-sounding video script.\n\n    Video Synthesis: This is the core update. We generate the visual and audio using elevenlabs and veed fabric, you can either upload your avatar and voice, or select an AI generated one.\n
\nThe Tech Stack:

    Backend: Node.js on google cloud.\n\n    Video/Audio: Elevenlabs for audio, Veed fabirc for video, and mediabunny for handling the media files\n
\nWhy we built this: We noticed many of our users were manually reading their own blog posts to camera. We figured we could automate the "talking head" part so creators can test video versions of their written content without the production friction.

The Ask: We are looking for feedback on:

    The "Uncanny Valley": How natural does the movement/voice feel to you?\n\n    Script Quality: Does the summarization miss key technical context from your links?\n\n    Use Cases: Would you use this for docs? Marketing? Internal updates?\n
\nYou can try it here: https://app.gling.ai \u2013 no login required for the first video.

Thanks!"},"title":{"matchLevel":"none","matchedWords":[],"value":"Show HN: Turn blog posts and X threads into talking head videos"}},"_tags":["story","author_yonatan06","story_46793874","show_hn"],"author":"yonatan06","created_at":"2026-01-28T11:14:36Z","created_at_i":1769598876,"num_comments":0,"objectID":"46793874","points":1,"story_id":46793874,"story_text":"Hi HN,

I\u2019m one of the founders of Gling https://gling.ai\nWe\u2019ve been working on AI video editing for a while (mostly helping YouTubers remove silences and bad takes), but we just released a new feature that I wanted to share with you: converting text links directly into talking head videos.

The Problem: Repurposing text content (blogs, Twitter threads, LinkedIn posts) into video is tedious. You usually have to summarize the text, write a script, set up a camera/teleprompter, record, and edit. We wanted to collapse that entire stack into one click.

How it works: You paste a URL (e.g., a TechCrunch article, blog post, or an X thread), and Gling does the following:

    Content Extraction: We scrape the meaningful content from the page.\n\n    Script Generation: We use llm to summarize the content and rewrite it into a natural-sounding video script.\n\n    Video Synthesis: This is the core update. We generate the visual and audio using elevenlabs and veed fabric, you can either upload your avatar and voice, or select an AI generated one.\n
\nThe Tech Stack:

    Backend: Node.js on google cloud.\n\n    Video/Audio: Elevenlabs for audio, Veed fabirc for video, and mediabunny for handling the media files\n
\nWhy we built this: We noticed many of our users were manually reading their own blog posts to camera. We figured we could automate the "talking head" part so creators can test video versions of their written content without the production friction.

The Ask: We are looking for feedback on:

    The "Uncanny Valley": How natural does the movement/voice feel to you?\n\n    Script Quality: Does the summarization miss key technical context from your links?\n\n    Use Cases: Would you use this for docs? Marketing? Internal updates?\n
\nYou can try it here: https://app.gling.ai \u2013 no login required for the first video.

Thanks!","title":"Show HN: Turn blog posts and X threads into talking head videos","updated_at":"2026-03-05T23:27:33Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"patrulo"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["veeda","ai"],"value":"the problem: constantly switching apps to use AI was killing my flow.\nthe solution: inlineGPT - the everywhere AI-copilot, trigged via one global shortcut.

how it works:

\u2013 write and select text in any app

\u2013 hit \u2318 + Shift + 1

\u2013 AI output gets instantly pasted in

works in email, figma, slack, notion - you name it. retains styles, too.

Demo: https://www.veed.io/view/e19a376b-4b51-46b3-a774-6eb24d217fb...

by HN standards, I know this is far from impressive. I'm a designer, not a developer. I built this (and learned some swift and xcode along the way) by just prompting Sonnet and 4o over the span of a few hours. feels great to finally launch something so thought I'd share - maybe you'll find it useful and enjoy using it.

Grab it for free (...but you need you OpenAI API key):\nhttps://gumroad.com/l/inlinegpt"},"title":{"matchLevel":"none","matchedWords":[],"value":"Show HN: InlineGPT \u2013 prompt without leaving your app"}},"_tags":["story","author_patrulo","story_40822944","show_hn"],"author":"patrulo","created_at":"2024-06-28T17:37:03Z","created_at_i":1719596223,"num_comments":0,"objectID":"40822944","points":1,"story_id":40822944,"story_text":"the problem: constantly switching apps to use AI was killing my flow.\nthe solution: inlineGPT - the everywhere AI-copilot, trigged via one global shortcut.

how it works:

\u2013 write and select text in any app

\u2013 hit \u2318 + Shift + 1

\u2013 AI output gets instantly pasted in

works in email, figma, slack, notion - you name it. retains styles, too.

Demo: https://www.veed.io/view/e19a376b-4b51-46b3-a774-6eb24d217fb...

by HN standards, I know this is far from impressive. I'm a designer, not a developer. I built this (and learned some swift and xcode along the way) by just prompting Sonnet and 4o over the span of a few hours. feels great to finally launch something so thought I'd share - maybe you'll find it useful and enjoy using it.

Grab it for free (...but you need you OpenAI API key):\nhttps://gumroad.com/l/inlinegpt","title":"Show HN: InlineGPT \u2013 prompt without leaving your app","updated_at":"2024-10-03T21:04:35Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"ramsrigouthamg"},"story_text":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["veeda"],"value":"Hi, HN folks!

I'm excited to share my new tutorial that allows you to add scrolling word subtitles to any video for free using Python, OpenAI's Whisper, and Moviepy.

No need for expensive tools like Veed or Descript, we're going to leverage fully open-source technology to achieve this!

An easy-to-use Google Colab Notebook containing the full code, making the process straightforward and accessible to everyone."},"title":{"matchLevel":"none","matchedWords":[],"value":"Show HN: Create fancy word scrolling subtitle videos using Python and Moviepy"},"url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["ai"],"value":"https://github.com/ramsrigouthamg/Supertranslate.ai/tree/main/Scrolling_Subtitles_On_Video_using_Python"}},"_tags":["story","author_ramsrigouthamg","story_36847858","show_hn"],"author":"ramsrigouthamg","created_at":"2023-07-24T13:42:47Z","created_at_i":1690206167,"num_comments":0,"objectID":"36847858","points":1,"story_id":36847858,"story_text":"Hi, HN folks!

I'm excited to share my new tutorial that allows you to add scrolling word subtitles to any video for free using Python, OpenAI's Whisper, and Moviepy.

No need for expensive tools like Veed or Descript, we're going to leverage fully open-source technology to achieve this!

An easy-to-use Google Colab Notebook containing the full code, making the process straightforward and accessible to everyone.","title":"Show HN: Create fancy word scrolling subtitle videos using Python and Moviepy","updated_at":"2024-09-20T14:38:10Z","url":"https://github.com/ramsrigouthamg/Supertranslate.ai/tree/main/Scrolling_Subtitles_On_Video_using_Python"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"davecarruthers"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["veeda","ai"],"value":"Hey HN, I'm Dave one of the co-founders of Zeeda.

After scaling my last company (Voxpopme) from 0 to $10M ARR and hiring 100+ people, I lived through the worst part of hiring: posting a role on LinkedIn, getting 200+ applications, and drowning in resumes where 80% are completely unqualified.

So we built Zee - an AI that conducts actual 20-30 minute first-round interviews (not just screening) with every applicant, then gives you a shortlist of the 5-10% actually worth your time.

We're also solving stakeholder misalignment too before Zee interviews any applicants he talks to key stakeholders about the role to go beyond basic job descriptions.

Would love HN's feedback, especially from fellow founders who've felt this pain."},"title":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["ai"],"value":"Show HN: Zee \u2013 AI that interviews everyone so you only meet the best"},"url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["veeda"],"value":"https://www.zeeda.com/"}},"_tags":["story","author_davecarruthers","story_45825973","show_hn"],"author":"davecarruthers","children":[45826681,45829430,45829754,45831967,45833733,45835543],"created_at":"2025-11-05T18:12:26Z","created_at_i":1762366346,"num_comments":6,"objectID":"45825973","points":4,"story_id":45825973,"story_text":"Hey HN, I'm Dave one of the co-founders of Zeeda.

After scaling my last company (Voxpopme) from 0 to $10M ARR and hiring 100+ people, I lived through the worst part of hiring: posting a role on LinkedIn, getting 200+ applications, and drowning in resumes where 80% are completely unqualified.

So we built Zee - an AI that conducts actual 20-30 minute first-round interviews (not just screening) with every applicant, then gives you a shortlist of the 5-10% actually worth your time.

We're also solving stakeholder misalignment too before Zee interviews any applicants he talks to key stakeholders about the role to go beyond basic job descriptions.

Would love HN's feedback, especially from fellow founders who've felt this pain.","title":"Show HN: Zee \u2013 AI that interviews everyone so you only meet the best","updated_at":"2026-03-05T22:57:42Z","url":"https://www.zeeda.com/"},{"_highlightResult":{"author":{"fullyHighlighted":true,"matchLevel":"partial","matchedWords":["veeda"],"value":"keeda"},"title":{"matchLevel":"none","matchedWords":[],"value":"Using Interpretability to Identify a Novel Class of Alzheimer's Biomarkers"},"url":{"fullyHighlighted":false,"matchLevel":"partial","matchedWords":["ai"],"value":"https://www.goodfire.ai/research/interpretability-for-alzheimers-detection"}},"_tags":["story","author_keeda","story_46866846"],"author":"keeda","children":[46866847],"created_at":"2026-02-03T05:23:22Z","created_at_i":1770096202,"num_comments":1,"objectID":"46866846","points":2,"story_id":46866846,"title":"Using Interpretability to Identify a Novel Class of Alzheimer's Biomarkers","updated_at":"2026-03-05T23:29:55Z","url":"https://www.goodfire.ai/research/interpretability-for-alzheimers-detection"}],"hitsPerPage":50,"nbHits":25,"nbPages":1,"page":0,"params":"query=Veeda+AI&tags=story&hitsPerPage=50&advancedSyntax=true&analyticsTags=backend","processingTimeMS":19,"processingTimingsMS":{"_request":{"queue":695,"roundTrip":16},"afterFetch":{"format":{"highlighting":2,"total":3},"merge":{"mergeLoop":{"prepareNextHit":1,"total":1},"total":1},"total":1},"fetch":{"query":8,"scanning":8,"total":17},"total":19},"query":"Veeda AI","serverTimeMS":718}