Done-For-You · Case Study No. 02

How We Helped Mustafa Yunus Launch an AI SaaS for Developer Teams — With Zero Technical Background

He saw millions being lost to bad code every year. He believed software could fix it automatically. He just needed someone to build it.

38%

Landing Page

Conversion Rate

Live

Product

Converting

Lines of Code

Written by Mustafa

THE PROBLEM

Bad Code Costs Companies Millions. Silently. Every Year.

Development teams ship slow because the codebase becomes a mess — legacy code, inconsistent patterns, technical debt that compounds daily. Fixing it manually takes senior engineers weeks. Most companies just live with it. Mustafa had seen this from the inside. He knew the pain was real, widespread, and expensive. And he saw one thing nobody had built yet: a tool that refactors code automatically using AI — so teams could clean their codebase without stopping their roadmap. He came to Devenest with that idea, capital in hand, and no technical background. We took it from there.

DAY ONE

What Mustafa Had When He First Contacted Us

No Product

No prototype, no MVP, no code. Just the problem and a clear conviction it was worth solving.

No Technical Knowledge

Mustafa couldn't code. Had never built software. Didn't know the difference between frontend and backend.

Capital & Conviction

He had the resources to build it right and the clarity to know the problem was real. That's the foundation everything else is built on.

OUR ENGAGEMENT

The Exact Work We Did — From Discovery to Launch

Developer Audience Research

WEEK 1–2

We went deep on the developer tools market — analyzing how engineering teams evaluate and adopt new tooling, what makes them trust a product, and exactly what RefynStack needed to say and do to earn that trust from the first visit.

Deliverable: Audience profile, competitive analysis, product positioning.

Product Scope & Technical Architecture

WEEK 2–4

We scoped a focused v1 — one core job: AI-powered code refactoring. No feature bloat. We designed the architecture for performance and reliability because developer tools live and die on trust.

Deliverable: Technical architecture, feature scope, v1 product brief.

Full SaaS Development

WEEK 4–10

End-to-end development of RefynStack — AI refactoring engine, code analysis pipeline, developer dashboard, API integrations, and all supporting infrastructure. Built to the standard developers expect.

Deliverable: Production-ready SaaS, fully tested and deployed.

Technical Landing Page

WEEK 8–10

Developer audiences are skeptical. They see through marketing immediately. We built a landing page designed to earn trust — technical credibility, clear value demonstration, social proof from engineers, and a frictionless signup flow that achieved 38% conversion.

Deliverable: Live landing page, 38% signup conversion rate.

Launch & Activation

WEEK 10–12

Product Hunt launch strategy, developer community seeding, onboarding flow optimization, and early user feedback loop. Built the foundation for organic growth.

Deliverable: Launched product, active user base, growth loop activated.

THE RESULTS

Zero Technical Background. One Live AI SaaS Developers Trust.

38%

Signup

Conversion

Live

Product &

Converting

Devs

Audiences

Trusting It

Dev Cost

for Mustafa

"RefynStack exists because Devenest took what was in my head and turned it into something real developers actually use."
— Mustafa Yunus, Founder · RefynStack

SEE IT LIVE