5 phases · Quality gates · Full traceability

Problem first.
Then AI.

The methodology that turns research-backed problems into production-ready software — in 5 phases with quality gates between each one. Nothing is invented; everything is traced.

The 5 Phases

From validated problem to verified code

1

Problem

Upload research, write your Problem Statement with 9 elements, validate every claim against evidence.

Gate: 6 quality criteria
2

Solution

Design the Solution Brief traced to the problem. Functional components propagate to the backlog automatically.

Gate: 7 quality criteria
3

Context

Specify the technical context. AI generates the Constitution, agents, and skills — you edit after.

Gate: 9 quality criteria
4

AI Build

Epics, stories, tasks. A pipeline of 5 specialized agents builds and validates code with full traceability.

Gate: 10 quality criteria
5

Market

Measure real usage against the success criteria you defined in Phase 2. Close the loop.

Gate: Feedback loop

Full traceability chain

ResearchProblem StatementSolution BriefContext SpecConstitutionBacklogPromptsCode

Every link references the previous one. Nothing is invented.