101AITools
    Submit a tool
    Back to directory
    AutonomyAI logo
    Code Assistant
    Paid
    Paid Service
    Sponsored

    AutonomyAI

    Code Assistant

    AutonomyAI (Fei Studio) turns product ideas from prompts, Figma, screenshots, or tickets into codebase-aligned prototypes, specs, and pull requests so PMs and designers ship with one engineering approval.

    Related guides

    Browse curated shortlists where this tool appears.

    AI tools for

    All use cases · All industries

    Alternatives & similar tools

    Related picks from editorial notes.

    Also mentioned

    • Builder.io Fusion (visual IDE on real repos)
    • Tempo (team IDE plus agents on the codebase)
    • Devlo (tickets-to-PRs and browser coding)

    Features & details

    Full overview from our catalog (read-only reference).

    Category (short)
    Code Assistant
    Category
    Code Assistant
    Pricing (CSV)
    Paid Service
    Directory pricing
    Paid
    Sponsored note
    no
    Target audience
    Product-led teams with an existing production codebase who want PM/design to ship mergeable changes. Not ideal for: greenfield vibe-coding with no repo, or orgs that forbid non-engineers opening PRs.
    Best for
    Product-led teams with an existing production codebase who want PM/design to ship mergeable changes. Not ideal for: greenfield vibe-coding with no repo, or orgs that forbid non-engineers opening PRs.
    Pricing notes
    Verified September 2026 at https://autonomyai.io. Public pages emphasize per-task pricing (not per seat or per internal step) and trial/demo access. Exact dollar tiers not published on the homepage; request trial or sales for current rates.

    Pros & cons

    Editorial notes to help compare fit before opening the vendor site.

    Pros

    • Built for production repos and engineer-approve workflows
    • Accepts Figma, screenshots, and PRDs as input
    • MCP / Cursor / Claude Code delivery-layer positioning

    Cons

    • Public dollar pricing not listed
    • Requires a real git codebase to be useful
    • Early product
    • verify security and review process before wide rollout

    Review notes

    Context from the listing review and editorial research.

    NEW tool. Product name on site is Fei Studio under AutonomyAI branding. Positioned against coding agents that still dump work back on engineers. Distinct from no-code app builders that cannot touch the real codebase.

    Extended features

    In-depth description and capability notes.

    Git codebase ingestion mapped to components, APIs, and design system Task execution that orchestrates many internal agent steps per task Triple output: visual prototype, production-style code, and PR plus specs Works as a delivery layer inside Claude Code, Cursor, or MCP clients Explorer Mode planned for product-analytics context Self-updating agent knowledge as the repo changes

    Use cases

    Product managers and designers open production PRs against the real stack instead of throwing away prototype apps or waiting in the engineering backlog.