Agents · 2025
ScopeAI
A multi-agent platform that turns a single paragraph describing a product idea into a complete technical blueprint: market research, a costed tech stack, a phased roadmap, specification documents and a code assistant, in under 60 seconds.
- Role
- Architecture and full-stack build
- Stack
- Next.js · Multi-agent orchestration · Prisma
01 ProblemGoing from a raw idea to a usable technical plan takes days or weeks of manual scoping.
02 ApproachSix specialised agents run in parallel, each producing one part of the blueprint.
03 TechnologyNext.js 16 and React 19, a multi-provider AI layer, Prisma and Zod.
04 OutcomeA full blueprint in under 60 seconds, across 17 production routes.
The earliest phase of building software is slow. Turning a raw product idea into a plan an engineering team can act on means days or weeks of research, stack decisions, estimates and documents before any code is written.
01Six agents, one blueprintA single natural-language description fans out to six parallel agents covering market research and competitors, stack recommendations with live cost modelling, a phased roadmap, requirement specs and API contracts, and a context-aware code assistant.
02A provider-agnostic AI layerEvery agent runs through one abstraction that routes to Claude, GPT-4o, Gemini, Mistral or Cohere, with a global default, per-project overrides and validated key management.
03Make the agents visibleA pipeline view streams each agent's logs live, tracks their progress step by step and surfaces failures clearly. It sits on a custom design system with spring-based motion that respects reduced-motion settings.
- App
- Next.js 16 App Router, React 19, TypeScript (strict)
- AI
- Multi-agent orchestration across Claude, OpenAI, Gemini, Mistral and Cohere
- Data
- Prisma ORM, Zod validation on every REST endpoint
- Architecture
- Clean architecture with domain-driven modules
- Design
- Custom design system with token-driven motion and dark mode
04 — Outcome2025
<60sfrom a one-paragraph idea to a complete blueprint
specialised agents working in parallel
production routes, with page loads under 300ms
