Welcome to Toots
Toots is an AI-native product discovery and project management platform that helps you figure out what to build and why, then breaks it into actionable tickets for your team or coding agent.Inspired by the idea of a “Cursor for product management” — an AI system focused on helping teams figure out what to build, not just how to build it.
The problem
Most AI tools today help you write code faster. But writing code is only part of building a product people want. The hardest part is figuring out what to build in the first place — talking to users, synthesizing feedback, and deciding what problems are worth solving.How Toots helps
Toots closes that gap by helping you:Ingest real data
Upload customer interviews, support tickets, product analytics, and user feedback to build a knowledge base
Surface insights
AI synthesizes patterns across your data (e.g., “12/40 interviewees struggle with onboarding”)
Current features
Toots already includes powerful project management capabilities:AI-generated tickets
Describe a project and let AI ask clarifying questions, then generate tickets with priorities, effort estimates, and acceptance criteria
Kanban board
Drag-and-drop board (To Do → In Progress → Done) with persistent status updates powered by dnd-kit
Project chat
Collapsible chat panel per project to refine scope and request ticket changes via AI
Full persistence
Projects and tickets stored in PostgreSQL with authentication via better-auth
What’s coming
The roadmap focuses on full product discovery capabilities:- Data source ingestion — Upload customer interviews, support tickets, surveys, and feedback
- Knowledge base & embeddings — Semantic search across customer data using pgvector
- Insight extraction — AI analyzes data to extract themes, pain points, and opportunities with evidence citations
- Insights dashboard — View synthesized insights ranked by evidence strength
- “What should we build?” mode — AI recommends features based on ingested evidence
- Data source integrations — Connect to Intercom, PostHog, Zendesk, Slack, and more
- Export to Jira/Linear — One-way export via OAuth
- Coding agent handoff — Format tickets for Cursor, Claude Code, and other coding agents
Tech stack
Toots is built with modern technologies:- Frontend — Next.js 16 (App Router), React 19, shadcn/ui, Tailwind CSS
- Backend — oRPC (type-safe RPC), Prisma ORM, PostgreSQL
- AI — Vercel AI SDK, Google Gemini
- Auth — better-auth with email/password
- Monorepo — pnpm workspaces, Turborepo
Get started
Quickstart
Create your first project and generate AI tickets in 5 minutes
Self-hosting
Install Toots on your own infrastructure with Docker
GitHub Repository
View the source code and contribute to the project
Features
Explore Toots’ AI-powered features and capabilities