From Idea
to Implementation

A prompt-driven SDLC workflow that turns rough software ideas into buildable plans — a structured way to move forward.

Working documentation site · SDLC workflow under active refinement

Explore Workflow View Artifacts Case Study View Repository

Most AI coding failures start before code is written. The idea is vague. The requirements are incomplete. The design is missing. The implementation plan is implicit.

I2I fixes that. It creates durable SDLC artifacts — requirements, design, plan — before implementation begins. Every decision is documented. Every output is verifiable.

The Pipeline

01 Idea Start with a rough concept 02 Requirements Convert conversation into user requirements 03 PDR Design the physical system 04 Plan Break work into phased releases 05 Finalize Add traceability and implementation detail 06 Expand Generate per-phase execution plans 07 Implement Execute one phase at a time

Designed to prevent the most common AI coding problems

Without I2I	With I2I
Vague prompt to coding agent	Requirements-first workflow
Lost context between sessions	Persistent SDLC artifacts
One giant implementation request	Phased execution plans
Hard to review AI output	Traceable acceptance criteria
Project drifts during coding	Human-approved stage gates

Human-in-the-Loop

I2I is not an attempt to remove human judgment from software development. It is designed to preserve it.

The workflow gives the human clear review points between idea, requirements, design, planning, and implementation. AI assists at every stage — but humans review at every transition.

Explore

The Workflow See all 8 SDLC commands and the three workflow paths Example Artifacts Real prompts and generated documents from the pipeline About This Project What this project demonstrates and who built it Lessons Learned Reusable patterns extracted from building with the pipeline