Aryan Das

Yesterday: “Prompt engineering is a hack.” Today: I deleted my AI backend. ❌ GPUs + local models + workers → slow, messy ✅ Groq + llama-3.1 → ~1s real voice rewrites Same vision. 10x faster. 90% simpler. The moat isn’t the model. It’s the voice system. #startup #AI #SaaS

@mindinpanic Tbh its the personalisation feature I am planning in it.. will talk about it more in the future posts

@ProCrafter29 auth from scratch plus animated onboarding in one day is a clean pace. the voice saas space is heating up fast. what is the core differentiator?

in one day: ✅ built auth backend from scratch ✅ register + login pages (fully working) ✅ connected frontend to backend ✅ 5-step animated onboarding flow my AI voice SaaS is starting to feel real. building in public 🧵 #buildinpublic #indiehacker #saas #ai

@tux404 Its purpose is not fine tuning its for extracting the tone and features of the samples

@ProCrafter29 3 samples for a full voice model is wild that's basically the opposite direction of where most people are going with fine-tuning. curious if you're hitting any edge cases where the model starts hallucinating characteristics that weren't in those samples

Prompt engineering is a temporary hack. The real future? Models that learn from raw writing. I built one: 3 samples → full voice model in ~5 seconds. No prompts. No training loops. Just input → identity. This is what we shipped today. #BuildInPublic #AI #Startups #SaaS

@Preeti_ly I use supabase so I would vote on that

which database is best for vibe coding?

@droidbuilds Blue pill without a second thought

You wake up in 2009 with one choice: Infinite Claude and ChatGPT or 100 Bitcoin?

@Anaya_sharma876 no brave is the best

Is there any browser more powerful than Brave

@Dhruvam987 Totally agree because of that I am building Revera, a voice platform for clients to handle their customers conversation with ease

2026 tech market is cooked. 😭 Developer A: • 9.4 CGPA • 600+ LeetCode problems • Multiple internships • Strong CS fundamentals Offer: 4.5 LPA Developer B: • Built AI agents • Shipped products • Learned from production failures • Grew an audience online Offer 70 LPA+ For years we were told: Study hard → Get good grades → Get a good job. Now it feels like: Build things → Create leverage → Get paid. The rules changed. Most people didn't notice. Agree or disagree?

@mindinpanic Rewrites take 5–10 seconds depending on context. We optimize for accuracy of voice over raw speed, but we mask latency with streaming and async prep so that users feel that the app is responsive

@ProCrafter29 the async pipeline call is spot on. i am on the other side of the timing problem at skarbi.app where synchronous ai suggestions need to feel instant. how fast does revera complete a rewrite

What if your writing tool never made you wait? No loading screens. No “generating…” Built an async pipeline today: Paste text → AI learns voice → rewrite updates automatically All in the background. That’s the future I’m building with Revera 🚀 #BuildInPublic #Startup

Building something real around AI + client voice systems—turning voice into infrastructure. Looking to connect with people who are: 🚀 Building startups 📱 Shipping consistently 🤖 Going deep with AI Drop what you’re building right now 👇 #buildinpublic #startups #AI

@coolcoder56 Hello would love to connect with y'all

looking to connect people on X if you're into - building SaaS - vibe coding - AI tools - shipping in public - figuring it out as you go say Hi or drop what you're working on looking to follow active ones 👋

You don't have a product problem. You have an onboarding problem. Users quit before they reach your features. Spent 4 days fixing just that. No new features. Just making the first 30 seconds make sense. Build where people leave. #BuildInPublic #IndieHackers #StartupLife #SaaS

Hey @X Looking for more builders and solo entrepreneurs to follow. If you're: 🚀 Building a startup 📱 Shipping products 🤖 Working with AI Reply below 👇 #buildinpublic #connect

Revera update - Supabase database has been created with tables needed for the first MVP #startup #saas #b2b #mvp #productbuild #entrepreneur

Introducing Revera - Manage Client Voices Without Chaos. This is the finalized design of the company for now. Please share your thoughts #startup #saas #b2b #mvp #productbuild #entrepreneur

Today marks the day when I start my startup development... first day after market research is ofc... landing page

finally got time to do one DSA

FINALLY.. finally.... document fetch and upload works from the frontend, just one last feature and I can move on to model finetuning