The Vibe Coder

I am not a developer.
I build directly with AI.

The gap between what I see and what I can deliver — that gap is now closed. 35 years of domain knowledge, finally without a technical middleman. AI handles the code. I handle the judgement. That is the only division of labour that matters.

The old way
Six weeks to see if the idea worked.
  • 1See the problem
  • 2Brief a developer
  • 3Wait three weeks
  • 4Get something that half-solves it
  • 5Go back and forth
  • 6Launch six weeks later
The new way
Done this week.
  • 1See the problem
  • 2Build it this afternoon
  • 3Test it tomorrow
  • 4Refine it next week
  • 5Done.
Young Sampath Iyengar with his first computer built in Mumbai in the early 1990s
Early 1990s
The first computer I built. This is where SAM7 began. Hardware was the edge then.
Sampath Iyengar in red shirt at all-white coworking workspace Mumbai
2018
A white desk in a co-working space. The business had evolved. The curiosity had not.
Sampath Iyengar at AI training seminar at Jio World Mumbai varsity jacket
2024
Jio World AI seminar. Three decades later, still in the room where the next wave arrives.
The Build Standard

10 Non-Negotiables

Every build I do is measured against these ten principles. They are not guidelines. They are the standard. If something does not pass, it does not ship.

01
Real problems only

I only build what solves an actual business problem I have seen with my own eyes. Not something I read about. Not a hypothetical.

02
No technical middleman

If I cannot explain it to a client in plain English, I do not build it. Complexity that cannot be explained is complexity that cannot be trusted.

03
Speed over perfection

A working solution today beats a perfect solution next quarter. Businesses need things that work now, not things that are perfect eventually.

04
Domain knowledge first

The AI handles the code. I handle the judgement. 35 years of knowing what matters in a business context — that is what I bring to every build.

05
Every build must be explainable

If I cannot walk a 60-year-old business owner through what it does and why, it is not ready. Clarity is not optional.

06
Test with a real user first

Not a developer. Not a colleague. A real end user who has never seen it. If they get it immediately, it is ready. If they pause, it needs work.

07
One problem, one solution

No feature creep. No scope expansion. One thing done well. The instinct to add more is almost always wrong.

08
The client owns the output

Everything I build, the client can take away and use without me. No dependency. No lock-in. No black box that only I can operate.

09
AI is the tool, judgement is the product

The value I bring is 35 years of knowing what matters. The AI is the instrument. The judgement is mine. That distinction matters.

10
Build in the open

Document what worked, what did not, and why. The Curiosity Log is the proof of work. Transparency is the only honest way to build trust.

What I Have Built

Real things. Real problems.

01
The Problem
This website — sampathkiyengar.com

No developer. No agency. No brief handed to someone else. Built entirely with Claude, one conversation at a time. Homepage, About, My Story, The NetworKING, Vibe Coder — all of it. The site that explains the person behind the firm.

Ongoing
02
The Problem
Neuralmaven member onboarding flow

Founding members needed a clear, consistent onboarding experience. Built the intake process, the welcome sequence, and the member communication templates — without waiting for a developer to understand what “clarity and visibility” means.

2025
03
The Problem
SAM7 client proposal templates

Proposals that were taking days to write now take hours. Structured templates built with AI that capture the scope, the rationale, and the plain-English explanation a client actually needs — not a document only a technologist would understand.

2024
04
The Problem
The Curiosity Log format and structure

A consistent format for documenting experiments — What I Found, What I Tried, Business Verdict — built and refined with AI until it was something a reader could scan in 90 seconds and a writer could complete in under an hour.

2024
+
More Coming
This list grows with every experiment

Every Curiosity Log entry that graduates to a real build gets added here. The Log is the R&D. This page is the production floor. Follow the Log to watch what becomes what.

What I Actually Use

The honest toolkit

Claude
Primary build tool. Code, copy, structure, refinement.
Primary
ChatGPT
Secondary thinking tool. Second opinions and sanity checks.
Canva
Visual design. Anything that needs to look right visually.
WordPress
Publishing platform. Where everything lands and lives.
Hostinger
Hosting. Reliable, fast, and no more than what is needed.

“AI did not make me a developer. It made my 35 years of experience finally buildable. The judgement was always there. Now I have the hands to match it.”