From Idea
to Done

A human + AI pipeline that builds software from a conversation

The Pipeline

One conversation starts it. Cards drive the rest.

1 Gather
Requirements
2 Design
Solution
3 Plan
the Work
4 Assign Tasks
to Agents
5 Build
It
You decide
AI does the work
Everything tracked in GitLab
1

Gather Requirements

AI interviews you — just like a product analyst would.

It writes a formal spec from your answers, then sets up everything needed to start building.

A specification

Written from your answers, saved in the repo

A project workspace

With steps to design, plan, and assign tasks to agents

2

Design the Solution

Three AI models independently analyze your requirements.

Each brings a different perspective. Their responses are merged into one solution, then peer-reviewed for quality.

ChatGPT
Gemini
Claude

One Unified Solution

3

Plan the Work

Same process — three AI models each write a plan, then they're merged and peer-reviewed.

The final plan breaks work into phases, assigns tasks, and flags any decisions that need a human call.

Phases

What order to build in

Tasks

Who does what

Decisions Needed

Where human input is required

4

Assign Tasks to Agents

AI reads the plan and turns it into cards on a project board.

No code is written here. It just translates the plan into a structured board that you and the AI will work from together.

Decision Cards

Questions only a human can answer

Task Cards

Individual pieces of work for AI to do

Phase Cards

Groups that unlock when the previous phase finishes

5

Build It

You move a card to “ready.”
AI picks it up and does the work.

Cards let you see the status of work and edit descriptions. Leave freeform feedback in a comment.

Backlog
You
Ready
AI
Done
You
Closed

How You Talk to the AI

Checkboxes. That's it.

You check boxes to signal

“This dependency is done”
“I pick Option A”
“Read my comment”

AI checks boxes to report

“Config file created”
“Tests passing”
“Work complete”

AI never acts without your signal. You stay in control.

One Conversation Starts It

Cards drive the rest.

1 Requirements
2 Solution
3 Plan
4 Assign
5 Build

Everything lives in the project repository.
Specs, solutions, plans, and work — all tracked, all auditable, all in one place.