AutonomyAI
An AI product-building and engineering collaboration platform for production environments, connected to codebases
About AutonomyAI
AutonomyAI's website positions Fei Studio as an AI-native engineering operating system for building in production environments. It can accept product ideas from prompts, screenshots, or Figma, then generate codebase-aligned variants, testable implementation approaches, and production-oriented outputs; after connecting a repository, it also models the team's components, conventions, design system, API, hooks, and architecture. The website says one task can trigger up to 40+ internal agent steps, and pricing is based on tasks rather than steps or seats.
Best for
Best use cases
Turn product ideas into implementation approaches
Generate product variants from screenshots or Figma
Execute development tasks in an existing codebase
Explore production-grade AI-native engineering workflows
Features
Multi-source product input
Supports taking raw product ideas from prompts, screenshots, or Figma and generating implementation options.
Codebase alignment
After connecting a repository, models the team's components, conventions, design system, API, hooks, and architecture.
End-to-end task orchestration
A single task can trigger up to 40+ internal agent steps, with Fei orchestrating the entire workflow.
Production-ready output
Provides codebase-aligned variants and testable implementation approaches before generating production-ready output.
Pros
- Supports prompts, screenshots, and Figma as inputs
- Can generate implementations using existing codebases, design systems, and architecture
Cons
- The Seed plan is only for seed-funded startups with fewer than 15 employees.
Pricing Plans
Free Forever
- 1 user
- 1 codebase
- Up to 200 components
- UI Tweak workflow
- Community support
SEED
- Piloting and exploration
- Billed annually
- Only for seed-funded startups with fewer than 15 employees
TEAMS
- Growth teams
- Billed annually
- For cross-functional growth teams that need more capacity and flexibility
* Pricing information is for reference only. Please refer to the latest announcement on AutonomyAI's official website.