How I run a software project: consult, architect, build, hand over
The four-step process I use at CodeMyPixel to take an AI or SaaS product from a founder's idea to a tested, handed-over product.
Published 2 min read
Key takeaways
- Every project follows the same four steps: consult, architect, build, then test and hand over.
- The most important work happens before any code is written, in the consult and architect steps.
- Short build cycles keep the founder in control and the developers focused.
- A handover is only finished when the client understands the product and can keep growing it.
Most failed software projects do not fail in code. They fail earlier, when nobody agreed on what the product should change for its users. That is why my process puts so much weight on the first two steps.
Step 1: Consult
I start with the business goal, not the feature list. Two questions shape everything after:
- What should this product change for the people who use it?
- What would make it more valuable to the business?
This is also where I suggest features the founder may not have considered yet. Often the most valuable feature is not on the original list.
Step 2: Architect
Before anyone writes code, I map out the system:
- user flows from the first screen to the last,
- the data the product needs and where it lives,
- the AI models and pipelines that fit, whether that is ChatGPT, Claude or a RAG setup.
Step 3: Build with the team
My MERN developers build in short cycles while I keep scope, quality and the client in sync. The founder sees working software early and often, which keeps decisions grounded in something real. I often build the WordPress parts myself.
Step 4: Test and hand over
I run QA, fix what breaks and hand over a product the client understands and can keep growing.
The process at a glance
| Step | What happens | What the client gets |
|---|---|---|
| Consult | Business goals and user needs, new feature ideas | A clear scope and priorities |
| Architect | User flows, data model, AI model selection | A system plan everyone agrees on |
| Build | Short cycles with regular demos | Working software, early |
| Test and hand over | QA, fixes, explanation | A product they understand and can grow |
If you have a product idea and want to see how this would work for you, get in touch.
Frequently asked questions
How long does each step take?
It depends on the product. Consulting and architecture usually take days, not weeks, and the build is split into short cycles so progress is visible early.
Do you choose the AI model for the client?
Yes. During the architect step I compare options such as ChatGPT, Claude or a RAG setup and recommend the one that fits the product, budget and data.
What does the client receive at handover?
A tested product, an explanation of how it works and what to watch, and lifetime bug support from CodeMyPixel.
