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gokuljs

3 karmajoined 6 anni fa
Building real-time AI systems (voice, retrieval, infra). Currently exploring WebRTC and audio/video ML.

Submissions

The Hard Parts of Streaming Audio in Voice Agents

3 points·by gokuljs·5 giorni fa·4 comments

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1 points·by gokuljs·6 giorni fa·0 comments

The Media Pipeline Behind realtime Voice System Pacing, Jitter Buffers...

1 points·by gokuljs·8 giorni fa·0 comments

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1 points·by gokuljs·8 giorni fa·0 comments

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1 points·by gokuljs·20 giorni fa·0 comments

The Consensus Algorithm

3 points·by gokuljs·3 mesi fa·0 comments

Need advice: Back end engineer → infrastructure: how do you make the transition?

13 points·by gokuljs·3 mesi fa·8 comments

[untitled]

1 points·by gokuljs·3 mesi fa·0 comments

Ask HN: Do multiple short stints in startups hurt even if you've learned a lot?

5 points·by gokuljs·3 mesi fa·3 comments

Show HN: The Art of Retrieval

5 points·by gokuljs·3 mesi fa·1 comments

Show HN: The Art of Retrieval

4 points·by gokuljs·3 mesi fa·2 comments

How Real-Time Voice Agents Work: Media Infrastructure and Latency

3 points·by gokuljs·5 mesi fa·0 comments

comments

gokuljs
·l’altro ieri·discuss
I disagree
gokuljs
·4 giorni fa·discuss
On top of the that now most of the open source contributers are assholes. they are insulting people as well.
gokuljs
·4 giorni fa·discuss
It just pisses me off bro like from every angle ai is trying to fuck us.
gokuljs
·4 giorni fa·discuss
Like they are building data centers right
gokuljs
·4 giorni fa·discuss
Its not that dude. is been six years and we are still talkin g about that
gokuljs
·4 giorni fa·discuss
It all starter from With the law in US (which was reverted) that you couldn't use all software research as expense so you needed to pay tax on no-profit. Then you cannat hire people remotly if you do that you will loose tax benefits and stuff. then ai picked up . basically we are screwed
gokuljs
·5 giorni fa·discuss
I don’t understand. Can you clarify what you mean by “IPTV-related question”?
gokuljs
·5 giorni fa·discuss
One part I think people may find interesting is the media pipeline. It explains how audio flows through the system, how frames are created, why click sounds happen, and how buffering, pacing, and the jitter buffer handle audio that arrives at irregular intervals.

I also open sourced the project. There are some interesting infrastructure issues in the repo that might be worth a look.
gokuljs
·3 mesi fa·discuss
Wow, okay, I do think like and calm myself.
gokuljs
·3 mesi fa·discuss
I don’t have a job right now. The next one I’m looking for is in this field.
gokuljs
·3 mesi fa·discuss
And this is what I am doing right now, like I am just reading the DDIA book and writing the raft consensus algorithm in Go just for learning purposes
gokuljs
·3 mesi fa·discuss
[dead]
gokuljs
·3 mesi fa·discuss
Then what happened ?
gokuljs
·3 mesi fa·discuss
The blog traces how search actually evolved. Every algorithm exists because the previous one had a specific flaw and a new one came into existence to fix it. I went deep over a month to understand how to build a real retrieval pipeline. What algorithms exist, why they exist, and what problem each one was solving when it was invented. Reading this you will come away with a full mental model of how to build a retrieval pipeline for any use case, and how to tune each stage for your specific needs.
gokuljs
·3 mesi fa·discuss
The blog traces how search actually evolved. Every algorithm exists because the previous one had a specific flaw and a new one came into existence to fix it. I went deep over a month to understand how to build a real retrieval pipeline. What algorithms exist, why they exist, and what problem each one was solving when it was invented. Reading this you will come away with a full mental model of how to build a retrieval pipeline for any use case, and how to tune each stage for your specific needs.