Ryven @RyvenAI
AI Verification Infrastructure Verification Profiles • Immutable Snapshots • Anti-Regression Making AI outputs reproducible Built in public NY, USA Joined February 2026-
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@aashrungautam Ryven Verification Protocol. It's the boxes a certain AI response would have to check before being approved.
So when you say: I need to do marketing for my app/SAAS. What do you consider that to be? Honest question.
Here is an idea for my Builder friends... Be able to screenshot multiple times in a row and then paste / save it one time. 2nd layer you add after V1.0 launch, you can have AI train to manipulate all these images with certain tasks in mind. #YoureWelcome #BuildInPublic #SAAS #ai
Free tools and spending more time, the one and only real scarce commodity, isn't free. You just spent more time. (And if you don't treat your time as your most important commodity, you're very unlikely to scale anytime soon) Let others trade their time for money to build your customer base while you #BuildInPublic
Where were the days when I 3d-printed something and when something seemed off it took hours of research and learning to get it right. Now you snap a picture and my AI assistant tells me exactly what to adjust and 2 minutes later I'm back to printing. Time saved. Lots of it. Maybe I should connect my AI to my 3d printer camera and have it adjust it "on the fly?" What do you guys think. Would you use it? #BuildInPublic #ai #3dprint
Yes. That's why I'm building the solution. There is no way that a computer "forgets"... I've been around them too long to just have to re- explain myself over and over to a machine. That's why we built machines in the first place. Train it once. Trained forever. I hope so. Time will tell
@aashrungautam The constant regression of the AI outputs. The need for "update memory" and having to re- explain myself because it "forgot" tbh... And I've always been a builder, tinkerer in my spare time. Coding has been my hobby since I was 7 years old. It was time.
@aashrungautam I've been in marketing for the past 25 years with my last position being at Meta. I recently decided to become a builder. Have always had an interest in engineering and coding but I kept those on the side till I decided to start developing Ryven. No, app for sale here.
What’s the biggest risk in deploying AI systems today? Accuracy? Cost? Drift? Let’s discuss. DM👇 #AI #TechTwitter
What’s your biggest AI failure story? Those are the best lessons. #AI #DevCommunity
What would make AI systems more trustworthy in your opinion? #AI #TechTwitter
Do you treat AI outputs as suggestions or production assets? #AI #DevCommunity
AI is easy to demo. Harder to operationalize. Agree? #AI #StartupTwitter
Small version tags. Long-term infrastructure. Compounding progress. #BuildInPublic #IndieHackers
What metric matters most in your AI stack? Latency? Accuracy? Cost? Stability? #DevCommunity #AI
If you had to audit your AI workflow today… Would it pass? What's your pass / fail criteria? #AI #StartupTwitter
Builders, what broke this week? And what did you improve? #BuildInPublic #DevCommunity
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