How Decodr works
From product vision to implementation-ready blueprint in six validated steps.
Step 1
Brainstorm
Describe your product vision
Paste a product brief, feature spec, or just describe what you want to build in plain English. Decodr captures your intent and structures it into high-level objectives.
You can iterate interactively — refine scope, add constraints, specify target users. The AI asks clarifying questions to ensure nothing is missed.
Step 2
Scope & Approve
Review and lock your requirements
Decodr generates a set of requirements from your vision. Review each one, approve what's in scope, and defer what isn't. Once approved, scope is locked.
This prevents scope creep downstream. Every component and task must trace back to an approved requirement — orphaned work is flagged automatically.
Step 3
Stack Selection
Choose your technology foundation
Select your core technology stack — language, framework, database, key dependencies. Decodr validates compatibility and discovers additional libraries you'll need.
Version constraints are checked, licenses are verified, and dependency conflicts are flagged before you write any code.
Step 4
Decompose
AI breaks down your architecture
The recursive decomposition engine breaks requirements into components, components into tasks, and generates interfaces, tests, risks, and milestones.
Each level is validated before proceeding deeper. The engine uses debate-style LLM calls to ensure quality, and consolidates to prevent exponential blowup.
Step 5
Validate
40+ rules catch every gap
A comprehensive validation suite checks your blueprint for missing traceability, orphaned entities, ambiguous requirements, incomplete interfaces, and more.
Self-healing fixers automatically resolve common issues. Errors block progression while warnings inform you of potential improvements.
Step 6
Export & Build
Hand off a complete blueprint
Export your validated specification as structured YAML. Every task includes implementation guidance, acceptance criteria, and traced requirements.
Your team gets a paint-by-numbers plan — no research needed, no guessing about architecture. Just build.