Sourav Das

18 posts

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Sourav Das

Sourav Das

@SouravDaaa

Helping teams unlock memory-powered AI | Voice AI Specialist | Writing The Production AI Operator Newsletter

India Katılım Şubat 2023
143 Takip Edilen22 Takipçiler
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Sourav Das
Sourav Das@SouravDaaa·
Voice agents are booming. And almost all of them share the same flaw. Fixing it is a real business opportunity. Everyone's making voice agents sound human. Almost nobody's making them remember like one. A voice agent with no memory isn't an assistant. It's a stranger who answers the phone. The caller called last week, gave their account number, explained the whole situation. Today they call back and the agent asks for all of it again. In a chat you can scroll up. On a call there's no scroll. The forgetting is right there in the silence. And you can't fix it the lazy way. Stuffing the whole history into context works on text. On voice it adds latency to every single turn, and latency is the one thing a phone call can't hide. Real voice memory is three problems, not one: 1. What to store, when transcription is noisy and half of what's said doesn't matter. 2. When to retrieve, fast enough that the caller never hears the pause. 3. What's still true, because the balance, the promise to pay, the last thing you told them, all of it changes between calls. I'm building the memory layer for voice agents, so they pick up where the last call left off. Hyper personalised. No re-asking. No dead air, and latency <10ms. Follow along if you're building voice. I'll post what works and what breaks as I build it.
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Sahitya
Sahitya@just_sahitya_·
looking to connect people on X if you're into - building SaaS - vibe coding - Al tools - Full Stack Developer - App Developer - Backend Developer - ML Enginner - shipping in public - figuring it out as you go say Hi or drop what you're working on looking to follow active ones
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Faizan A Khan
Faizan A Khan@thekhan__·
Hey @X algorithm, I'm looking to #connect with the people who are interested in : - Frontend - Backend - Full stack - DevOps - Leetcode - Cybersecurity - Startup If you're one of these, drop a "hi" ! #Connect
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Sourav Das
Sourav Das@SouravDaaa·
@yuzu_jpg @X Hey, I am currently building in voice AI infra space. Let's connect
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Yuzu
Yuzu@yuzu_jpg·
Looking to connect people on @X if you’re into - vibe coding - UI/UX - Claude Code - Token Maxxing - build in public say Hi or drop what you’re working on looking to follow active ones 👊
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Sourav Das
Sourav Das@SouravDaaa·
@ShalsX @X Hey, building infra for voice AI. Let's connect
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shalini
shalini@ShalsX·
Hey @x algorithm, My timeline needs more: • Code 💻 • GitHub commits 📈 • Build-in-public posts 🛠️ • Tech memes 😂 • Project showcases 🚀 Developers, let's connect! #connect
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Germán Merlo 💻 🇦🇷
If you're building with AI tools and actually shipping — not just talking about it — I want to connect. Drop your product link below. No pitching required.
Germán Merlo 💻 🇦🇷 tweet media
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Sourav Das
Sourav Das@SouravDaaa·
@_asifsyed Exactly, it gets even more critical in L2, L3 use-cases. L1 usecases can still be solved with traditional vector RAG
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Asif Syed
Asif Syed@_asifsyed·
Exactly. I’ve been building voice AI agents for businesses for a while, and the most effective ones are usually the simplest. Can it genuinely help the caller? Can it access the right tools and business systems? Can it take action and pull useful call notes for the team? A human-sounding agent with no memory, tools or integrations is basically just a fancy voicemail.
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Sourav Das
Sourav Das@SouravDaaa·
Voice agents are booming. And almost all of them share the same flaw. Fixing it is a real business opportunity. Everyone's making voice agents sound human. Almost nobody's making them remember like one. A voice agent with no memory isn't an assistant. It's a stranger who answers the phone. The caller called last week, gave their account number, explained the whole situation. Today they call back and the agent asks for all of it again. In a chat you can scroll up. On a call there's no scroll. The forgetting is right there in the silence. And you can't fix it the lazy way. Stuffing the whole history into context works on text. On voice it adds latency to every single turn, and latency is the one thing a phone call can't hide. Real voice memory is three problems, not one: 1. What to store, when transcription is noisy and half of what's said doesn't matter. 2. When to retrieve, fast enough that the caller never hears the pause. 3. What's still true, because the balance, the promise to pay, the last thing you told them, all of it changes between calls. I'm building the memory layer for voice agents, so they pick up where the last call left off. Hyper personalised. No re-asking. No dead air, and latency <10ms. Follow along if you're building voice. I'll post what works and what breaks as I build it.
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Sourav Das
Sourav Das@SouravDaaa·
10ms. That's how fast memory retrieval needs to be for a voice agent to feel human. That's what we are building. Because right now, most voice AI collapses in production. The demo sounds flawless. Then it takes a real support call and asks the customer for their account number. Again. The gap isn't the voice model. It's memory. Persistent, hyper-personalised user memory at 10ms end-to-end means no repeated questions, no dead air, no "let me pull up your details." Early results are promising. Sharing more this week. If this feels relevant, let's connect. Curious to hear where else you think this could have an outsized impact.
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Asif Syed
Asif Syed@_asifsyed·
Everyone says "let's connect" then disappears. I actually mean it. Drop a "hi" if you're into: → design → building SaaS → vibe coding → AI tools → building in public → SEO / AI visibility → or figuring out what to build with Claude Code Tell me what you're working on. I'm following back the actives. #BuildInPublic #AI #SaaS #Startups #IndieHackers #Tech #LetsConnect
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Daz
Daz@dazxlr·
Trying to connect with people building cool things in AI Looking for • Founders • Builders • Designers • AI nerds • Startup people Reply with what you’re working on
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Solopreneur Dad
Solopreneur Dad@JonBuildsHQ·
Hey builders/founders: What are you working on? I will go and check out your page! 👇
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Mathieu Leclercq
Mathieu Leclercq@IamMLeclercq·
With the new X algo Looking to connect with people building in: 🍽️ SaaS 🚀 Tech 📲 Automation 🧠 AI tools 📱 Product Development 🔥 Web APP 💻 Devs Drop what you're working on 👇
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Germán Merlo 💻 🇦🇷
Hey @X algo 👋 Looking to #connect with people building in: 🚀 SaaS & Startups 🤖 AI Tools 🛠️ Dev & Tech 📈 Marketing & Growth 💡 Indie Hacking 🏧 Automation Let's grow together 🤝
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Zander
Zander@zdogmode·
show me what you're building drop your startup link let's drive some free traffic for you 👇
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Sick
Sick@sickdotdev·
Builders only. Drop your product. No pitch. Just the link. 50k builders are watching. ↓
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Sourav Das
Sourav Das@SouravDaaa·
Hot take: we don't need smarter AI. We need AI that remembers. Right now every session starts from zero. You rebuild context. Burn tokens. Repeat. Intelligence without memory is just expensive autocomplete. Am I wrong?
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