Building AI infrastructure at Arovi AI Labs. Sharing lessons from shipping software, AI agents, and developer tools.
Bengaluru, India
Joined February 2018
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I'm Shuence, an AI engineer building products from India.
I've worked across production software, backend infrastructure, mobile apps, and AI systems.
Currently, I'm building Agenko, an open-source project exploring how to make AI agents easier to inspect, debug, and trust in production.
Here, I share:
→ AI engineering and agent infrastructure
→ Building and shipping real products
→ The decisions, failures, and lessons behind the work
Less hype. More building.
Follow along..... – at Bengaluru South, India
B for most changes, C for anything irreversible. Migrations, deletes, infra changes. The trick is making the gate depend on the action type, so humans aren't approving every typo fix.
Underrated point. Most cost blowups I've seen aren't one big call. They're thousands of small triage calls plus retry loops nobody capped. A cheap filter in front plus a hard budget limit fixes most of it.
An AI agent can give you the right answer and still have a terrible execution.
It might call 8 tools when 2 were enough.
It might repeat the same action.
It might burn through your budget.
Or it might get lucky.
The final answer tells you what happened at the surface.
The execution trace tells you how you got there. – at Bengaluru South, India
Shuence retweeted
this 20-year-old turned down a ₹28 lakh job offer from Blinkit to build whoop for dogs.
3 years later, here’s where it stands:
> ₹16 lakh in grants received
> 800 pet parent interviews
> 97% accuracy in their first pilot
> pitched on Shark Tank India
> sold out their pre-orders right after the episode
> finalists at Adani Vande Bharatam, where they pitched directly to Mr. Gautam Adani
it all started when Sai's dog Muffin got tick fever at a boarding centre.
now @Saiprasad1509 and @MananVyas1711 are building @MyPerro_, a smart collar that tracks your dog’s vitals, activity and location.
the collar isn’t the endgame, though. they want to be pioneers in the pet technology industry and eventually operate as a data company specialising in dog insurance
building out of @residencyBLR 🐾
Migrated react native app to Kotlin and Swift in two days and boy that too with @cursor_ai auto mode onlyy.. – at Bengaluru South, India
2-3 weeks broo are you guys living in stone age :)
@vercel @vercel_dev @rauchg – at Bengaluru, India
Identity verification stuck for months 😭
Finally reached Dodo Payments support:
“We’ll be back online at 10:30 AM.”
@dodopayments @goelrishabh @ayushagarwal
Bro, I’m just trying to prove I’m me 💀
Maybe AI support could save us here 😂
I can now say we raised 25k usd in cloud credits from @googlecloud – at Bengaluru, India
Shuence retweeted
🥣 Check out Spoon Share, an app that aims to reduce food waste and hunger! → goo.gle/4cNP9C0
Students from Deogiri Institute of Engineering and Management Studies in India built it using @AndroidDev, @GoogleCloudTech, @Firebase, @FlutterDev, and more.
#GDSCDemoDay
Shuence retweeted
Naval said only 3 things matter:
where you live.
what you do.
who you live with.
where: dharamshala. middle of the mountains.
what: building test 33. an ai tool that reverse-engineers viral videos. so creators can stop guessing and start shipping.
who: myself.
Shuence retweeted
Mohammed bin Rashid bin Mohammed honours the winners of the ‘Global Best M-Gov’ Award:
- 1st place: The “Bakame AI” team from Texas Christian University (TCU)
- 2nd place: “Your Voice” app from Lac Hong University (LHU) in Vietnam
- 3rd place: “Spoon Share” project from Deogiri Institute of Engineering and Management Studies (DIEMS) in India
