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lukaesch

Re:The Router Economy on Wednesday September 30, 2026 @05:24PM (#49914668)
AFAIK people drop their bank statements to their agent chats

Show HN: I bootstrapped a podcast search engine in Rust (1 yr update)

A year ago, I shared my journey bootstrapping Audioscrape in Rust. Back then: 500 users, SQLite, 4k LoC in main.rs, running on a $7/month VM.Today: 25,000+ transcribed episodes, knowledge graph with AI-extracted entities, and still running lean.What changed:Tech evolution: SQLite → PostgreSQL (scale). Added OpenSearch for full-text + semantic search. Self-hosted WhisperX on 2 GPUs (~100...

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Show HN: RemoteMCPList – A community directory for MCP servers

Hey HN! I built RemoteMCPList (https://remotemcplist.com) because I was frustrated by the lack of a proper registry for Model Context Protocol servers.With Anthropic and OpenAI both pushing MCP as a way to extend AI capabilities, but neither providing a comprehensive directory of available servers, I decided to take matters into my own hands.What is it? RemoteMCPList is a searchable directory...

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Show HN: Search Podcasts, Court Hearings, and Earnings Calls via Claude's MCP

I’ve been working on a way to connect Claude (and other Model Context Protocol clients like ChatGPT) to a large index of public and user-uploaded audio.The result is a Remote MCP server for Audioscrape that lets an AI assistant query and return relevant segments from:Popular podcastsCourt hearingsEarnings callsAny audio you upload yourselfExample query:"What is Joe Rogan saying about Germany on...

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Ask HN: Is "LLMSEO" a thing now? AI assistants sending more traffic than Google?

I run Audioscrape — a search engine for podcast knowledge. It lets you search transcriptions and extract who said what across top podcasts.What’s surprising: over the past few weeks, we’ve been seeing more referral traffic from AI assistants (like ChatGPT, Perplexity, etc.) than from traditional search engines like Google or Bing.Is this a fluke, or the start of something new?I'm wondering if...

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Not local. Inference is the only part not written in Rust so far.

I am using Replicate to run docker images with a pipeline based on faster-whipser, VAD, pyannote and a custom LLM enhancement flow.

Thanks for sharing candle/ort. Interesting to see the WASM in-browser opportunities

Show HN: Audioscrape – From $7 Rust MVP to Podcast Intelligence Platform

Seven months ago, I shared Audioscrape - a podcast exploration tool built entirely in Rust, running on a $7/month VM. Since then, we've transformed it into a full-fledged podcast intelligence platform, serving over 1,000 users, including PR teams, researchers, and marketers.What's New:Real-Time Monitoring: Track mentions across the top 100 U.S. podcasts, covering over 80% of U.S....

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Congrats on the impressive project! Sharing structs between the frontend and backend sounds very helpful. I've experienced the advantage of shared FE and BE code in JS/TS projects, and it’s definitely valuable.

What led you to choose Leptos for the frontend besides the shared code advantage?

That's awesome! Reaching the point where subscribers cover costs is a huge milestone. Rust's reliability making it easy to revisit projects is a big plus. How do you find Rocket and Actix compared to Axum? Why Tera instead of Askama? Would love to hear your take!
Thanks for the feedback! I'm glad to hear you find the notification idea useful. I'm considering displaying the current backlog and estimated completion times as you propose.

How would you expect to get an understanding of the backlog? Would a dedicated page for the entire backlog be helpful, or would you prefer to see which episodes are being transcribed on each podcast page?

Any insights on what would be most helpful for you would be greatly appreciated!

Thanks for the motivation! I completely agree - using Rust to build a web app is truly refreshing. I've worked with Java, TypeScript, and Python in recent years, and it's gratifying to catch most errors at compile time instead of during runtime
Absolutely, give it another try! I've spent much of my life with GCed languages too. Axum, SQLite with SQLx, and Askama form a dev-friendly combo.

Once you grasp Rust's concepts, you'll find the control and efficiency rewarding. It's worth the effort!

Thanks for the hint. I didn't know that. So far nothing happened, but I will start using the backup command.
Whisper and Pyannote via Replicate to spin up a container for transcription and diarization. It returns word-level timestamps and speaker turns.

The LLM pipeline is built into the Rust code and makes calls to the OpenAI API.

Thanks. Interesting. What are some best practices for integrating Rust with Elixir/Phoenix in a project, especially when managing CRUD operations and maintaining system efficiency you learned along your side project?
Thanks for the hint!

We hit the front page on Hacker News and received many submissions, which led to network errors when fetching some podcasts. I've just added retry logic and scheduling for new podcast fetches and pushed these changes to production.

The Criminal[1] podcast is now added. Due to the current demand, our transcription queue is a bit backed up, so transcription for this podcast will appear in a few days. Please be invited to have a look the next days again.

I'm actively working on securing more GPUs to help scale this process efficiently so in the future you don't have to wait that long.

Would it be interesting if I add e-mail "transcription ready" notifications for those who submit a new podcast?

[1] https://www.audioscrape.com/podcast/criminal

Thanks! I was inspired by levelsio's meme about having MVPs in a single index.php file. Traditionally, I've organized codebases into folders, but I started questioning its necessity.

Folders often just add an extra layer to search through. It's basically a search param. With Neovim and strict naming conventions, I've found managing everything in one file works quite well. Keyboard navigation can make folders feel like a hassle in the vi context. This setup has been effective so far, though potential downsides might appear later on.

I can confirm this! Initially tried shortcuts with unwrap, but once the structure is solid, it's on par with TS/Python frameworks.
Thanks for asking! Using SQLite with SQLx in Rust provides type-safe SQL queries, which enhances safety by catching errors at compile time.

As for backups, the setup is straightforward: just periodically copy the SQLite file to a secure location. Since it's a single binary and a database file, this keeps things simple and low-maintenance.

Just posting on X (replying under trending posts or in 'build in public' communities).

Some people used the share feature of Audioscrape to emphasize their points in discussions on X. For example, 'Here, this is what Zuckerberg said recently about Y <Link to moment>'

Thanks for sharing your experience! It's impressive to hear about your success with Actix/SQLx and Rust's scalability and efficiency. Knowing Rust can handle such scale is encouraging and gives us confidence for future growth!

While we currently have fewer users, I've also found Rust's type safety and robust system invaluable for building reliable software. In my experience, if it compiles, it just works—quite a contrast to dealing with runtime error minefields in Python, Java, or TypeScript.

whisper + pyannote + custom LLM pipeline to reduce errors, extract and attach speaker labels
Yes, it's just me right now. I'm moonlighting after my day job and bringing my kid to bed.

Audioscrape: Building in Rust When Everyone Said I Shouldn't

I'm excited to share my journey of bootstrapping Audioscrape, a podcast exploration platform built entirely in Rust. While many would advise using Ruby on Rails, Python, or TypeScript for rapid MVP development, I chose Rust to challenge myself technically and to optimize for low operational costs. The result is a highly performant application running on just a $7/month virtual machine, proving...

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Audioscrape: Building in Rust When Everyone Said I Shouldn't

I'm excited to share my journey of bootstrapping Audioscrape, a podcast exploration platform, built entirely in Rust. Despite conventional wisdom suggesting RoR, Python, or TypeScript for rapid MVP development, I chose Rust to challenge myself technically and optimize for low operational costs. The result? A performant application running on a $7/month VM, demonstrating that you can launch lean...

( Read More... | 45 comments | 21 points | on HN )
Re:Structure the Unstructured: Introducing Taible by EmbedElite on Saturday December 30, 2023 @04:53PM (#38819601)
We still have to figure out which parts will be open source.

The first version will be available for early sign ups in January 2024.

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