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Internal

Blueprint planning engine

Scopefinder

AI planning pre-compiler that turns rough ideas into structured blueprints, MVP scopes, section patches, and versioned build plans.

Studio SystemsStudio project · not a public product

Scopefinder preview
Scopefinder · AI scoping pre-compiler

What it is

Scopefinder is a studio planning engine for AI-assisted development work. It turns messy product ideas into structured blueprint artifacts, quick MVP scopes, handoff specs, and editable sections so builders can plan before they code, patch one section at a time, and avoid burning credits on full prompt regenerations. Blueprints are planning artifacts, not final production code. It includes structured intake, template fallback, optional AI generation, and browser-tied history and versioning.

Key capabilities

01 Product

  • Structured intake for goals, constraints, and edge cases
  • Full blueprint generation for build planning
  • Quick MVP mode for fast scoping
  • Section-level patching instead of full regeneration
  • Version history for iterating on project plans
  • Optional AI generation path
  • Builder-focused UX for solo founders and indie projects
  • Structured generation and prompt discipline
  • Versioned blueprint data model
  • Section patching and diff-style product thinking
  • Cost-aware builder tooling
  • Internal studio system architecture

02 Workflow

  • AI-assisted product planning workflow

03 Platform

  • Template fallback when no API key is set

Build / stack

Technology

  • Next.js
  • TypeScript
  • Tailwind CSS
  • SQLite
  • libsql
  • OpenAI optional

System

  • Blueprint engine
  • Version history
  • Internal tooling

Status

Internal

Internal planning system focused on structured intake, blueprint generation, quick MVP scopes, surgical section patching, version history, and AI-cost-aware workflows.