The AI Engineering Operating System
Stop prompting AI. Start engineering with AI.
Build production-grade software through Specification-Driven AI Engineering (SDAE).
AI coding tools have dramatically reduced the cost of writing code.
But software development is more than writing code.
The difficult questions still remain:
- What should we build?
- Why should we build it?
- What should we not build?
- What architecture should we choose?
- How should the business domain be modeled?
- How should APIs evolve?
- How do we build securely?
- How do we break work into small, reviewable changes?
- How do we validate AI-generated software?
FounderOS addresses the engineering process around AI β not just code generation.
Human
β
βΌ
Prompt
β
βΌ
AI
β
βΌ
Code
Product Intent
β
βΌ
Product Discovery
β
βΌ
Specification
β
βΌ
Architecture
β
βΌ
Implementation Plan
β
βΌ
AI Engineering Agents
β
βΌ
Incremental Implementation
β
βΌ
Validation
β
βΌ
Production Software
FounderOS enables founders and small engineering teams to build software with the discipline of a world-class engineering organization.
Instead of treating AI as a code generator, FounderOS treats AI as a team of specialized engineering roles working through structured workflows and reusable engineering artifacts.
FounderOS provides:
- π€ AI Engineering Agents
- π Engineering Artifacts
- π Architecture Standards
- π Implementation Planning
- β Quality Gates
- π Explicit Handoffs
- π Reusable Templates and Playbooks
Great software is the result of great engineering systems β not better prompts.
AI makes software development faster.
FounderOS provides the engineering system that tells AI how to work.
Think
β
Discover
β
Specify
β
Design
β
Plan
β
Build
β
Validate
β
Ship
β
Learn
FounderOS organizes AI capabilities around engineering roles, not AI vendors.
The framework is intentionally tool-agnostic and can work alongside Kiro, Cursor, Claude Code, ChatGPT, Gemini, or future AI development tools.
| Engineering Role | Agent | Status |
|---|---|---|
| π¨βπΌ Senior Product Manager | Product Discovery Agent | β |
| π Product Manager | PRD Agent | β |
| Engineering Role | Agent | Status |
|---|---|---|
| π Staff Engineer | Solution Architecture Agent | β |
| π Database Architect | Database Design Agent | β |
| π§© Domain Architect | Domain Modeling Agent | β |
| π API Architect | API Specification Agent | β |
| π Principal Security Engineer | Security Architecture Agent | β |
| Engineering Role | Agent | Status |
|---|---|---|
| π Staff Engineer / Engineering Manager | Implementation Planning Agent | β |
| π» Senior Backend Engineer | Backend Module Implementation Agent | β |
| π¨ Senior Frontend Engineer | Frontend Module Implementation Agent | β |
| π€ AI Platform Engineer | AI Module Implementation Agent | π§ |
| π§ͺ QA Lead | Testing Agent | π§ |
| π Principal Engineer | Code Review Agent | π§ |
| π DevOps Engineer | Release Agent | π§ |
FounderOS agents collaborate through structured engineering artifacts.
Agent
β
βΌ
Engineering Artifact
β
βΌ
Next Agent
Examples:
| Agent | Artifact |
|---|---|
| Product Discovery | Product Discovery Document |
| PRD | Product Requirements Document |
| Solution Architecture | Architecture Document |
| Database Design | Database Design Document |
| Domain Modeling | Domain Model |
| API Specification | API / OpenAPI Specification |
| Security Architecture | Security Architecture |
| Implementation Planning | Implementation Plan |
| Backend Implementation | Backend Module |
| Frontend Implementation | Frontend Module |
This creates a traceable engineering workflow instead of a collection of disconnected prompts.
π‘
IDEA
β
βΌ
π DISCOVER
β
βΌ
π SPECIFY
β
βΌ
π DESIGN
β
βΌ
π PLAN
β
βΌ
π€ BUILD
β
βΌ
π§ͺ VALIDATE
β
βΌ
π SHIP
β
βΌ
π LEARN
β
ββββββββββββββββΊ Improve
The goal isn't to eliminate engineering judgment.
The goal is to make good engineering judgment repeatable.
FounderOS is not:
- β Another AI coding assistant
- β Another collection of random prompts
- β A replacement for Kiro, Cursor, Claude Code, or ChatGPT
- β A framework locked to a specific AI vendor
- β A "generate my entire application" workflow
FounderOS sits above these tools.
It defines how AI participates in software engineering.
FounderOS/
β
βββ README.md
β
βββ docs/
β βββ vision.md
β βββ workflow.md
β βββ principles.md
β
βββ agents/
β βββ product/
β β βββ product-discovery-agent.md
β β βββ prd-agent.md
β β
β βββ architecture/
β β βββ solution-architecture-agent.md
β β βββ database-design-agent.md
β β βββ domain-modeling-agent.md
β β βββ api-specification-agent.md
β β βββ security-architecture-agent.md
β β
β βββ engineering/
β β βββ implementation-planning-agent.md
β β βββ backend-module-implementation-agent.md
β β βββ frontend-module-implementation-agent.md
β β
β βββ frontend/
β βββ ai/
β βββ shared/
β
βββ templates/
βββ playbooks/
βββ examples/
βββ assets/
FounderOS is currently in early development.
- β Vision
- β Engineering Workflow
- β Engineering Principles
- β Product Discovery Agent
- β PRD Agent
- β Solution Architecture Agent
- β Database Design Agent
- β Domain Modeling Agent
- β API Specification Agent
- β Security Architecture Agent
- β Implementation Planning Agent
- β Backend Module Implementation Agent
- β Frontend Module Implementation Agent
- π§ AI Module Implementation Agent
- π§ Testing Agent
- π§ Code Review Agent
- π§ Release Agent
- Vision
- Workflow
- Engineering Principles
- Agent framework
Status: π’ Complete
- Product Discovery
- PRD
- Solution Architecture
- Database Design
- Domain Modeling
- API Specification
- Security Architecture
Status: π’ Complete
- Implementation Planning
- Backend Module Implementation
- Frontend Module Implementation
- AI Module Implementation
- Testing
- Code Review
- Release
Status: π‘ In Progress
Build canonical templates for:
- Product Discovery
- PRD
- Architecture
- Database
- Domain Model
- API
- Security
- Implementation Plan
- Testing
- ADRs
Status: π΅ Planned
Create reusable playbooks for:
- Engineering
- Security
- Deployment
- Operations
- Incident Response
- AI-assisted development
Status: π΅ Planned
Build complete products using FounderOS from:
Idea
β
Discovery
β
Specification
β
Architecture
β
Planning
β
Implementation
β
Testing
β
Release
Status: π΅ Planned
FounderOS follows a few fundamental principles:
- Specification before implementation
- AI is part of the engineering team
- Product-first thinking
- Simplicity over unnecessary complexity
- Small, reviewable changes
- Security by design
- Documentation as a first-class artifact
- Explicit engineering decisions
- AI-assisted, human-approved
- Tools may change; engineering principles remain
See docs/principles.md.
FounderOS is not intended to remain a prompt library.
The long-term vision is an AI Engineering Operating System where specialized AI engineering agents collaborate through structured artifacts, quality gates, and explicit handoffs.
Eventually, the workflow could look like:
founderos init
founderos discover
founderos specify
founderos architect
founderos plan
founderos implement
founderos test
founderos review
founderos releaseThe CLI is a future direction. The current focus is building the methodology and proving it with real projects.
FounderOS is an early-stage experiment.
The goal is to explore a simple question:
What happens when we give AI not just coding capabilities, but the engineering process of a high-performing software organization?
The framework is evolving through real projects, experiments, and feedback.
Ideas, criticism, contributions, and experiments are welcome.
Don't give AI a prompt. Give AI an engineering system.
AI can generate code.
FounderOS provides the context, process, constraints, architecture, artifacts, and quality gates around that code.