I built an AI that does the architecture work your coding agent skips

Hey Product Hunt 👋

I'm Kartikay Achint, a developer from India. I've been building SudarshanAI

for the past few months and today I'm finally launching it.

Here's the problem that started it:

I was using Cursor and Claude to build a production app. The code was

great. The architecture was a disaster. Hallucinated latency budgets.

Wrong database choices. No security boundaries. $400/month in cloud

costs that should have been $80.

AI coding agents are incredible at writing code. But none of them think

about the system before they build it.

So I built SudarshanAI — an AI system architect that reasons before it

generates.

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Here's what it actually does differently:

→ Runs M/M/1 queueing math on your workload to calculate real P99 latency

→ Outputs exact cloud SKUs — not "use a medium instance", but

"t3.medium x2, db.r6g.large, cache.r6g.large"

→ Derives your real monthly cost from SKU pricing, not estimates

→ Audits every output against OWASP threat categories

→ Generates a 5-phase blueprint you can paste directly into Cursor or Claude

Three modes:

TERMINAL — describe your system in plain language, get a full blueprint

COMPILER — input hard constraints (QPS, budget, SLA) for deterministic output

SCANNER — drop a GitHub URL, get a full architectural audit of your repo

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The hardest part wasn't the AI.

It was making the AI NOT hallucinate infrastructure. Every LLM wants to

say "use a load balancer" without telling you which one, at what cost,

with what failover strategy.

I spent months building validation layers, hard quality gates, and a

deterministic grounding engine that forces the AI to show its math.

The output isn't perfect every time. But it's honest every time.

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Free tier: 2 blueprints/month, no credit card.

I'll be here all day answering every question. Ask me anything — about

the architecture of SudarshanAI itself, about distributed systems, about

the decisions I made, anything.

हमारा AI. हमारा Blueprint. 🔥

— Kartikay Achint