DumpStash

Transform unstructured thoughts into structured, actionable knowledge through continuous AI processing.

DumpStash is an AI-native workspace designed for rapid thinking and asynchronous organization. Capture ideas, decisions, questions, tasks, research, and notes in real time while the system continuously classifies, organizes, summarizes, and transforms information into usable outputs such as PRDs, roadmaps, and task lists.

Core Capabilities

Intelligent Thought Processing

• Frictionless capture for text, links, voice notes, and rich content

• Real-time AI classification using a structured taxonomy:

  • Todo

  • Insight

  • Feedback

  • Reference

  • Goal

• Automatic contextual threading for related conversations and follow-ups

• Continuous background summarization and refinement

AI-Powered Document Generation

PRD Generation
Generate structured product requirement documents directly from raw notes and discussions.

Roadmap Generation
Convert ideas and priorities into phase-based execution roadmaps.

Task Extraction
Automatically detect and organize actionable tasks from unstructured inputs.

Export Support
Export generated documents in markdown and PDF formats.

Workspace Management

• Multi-session workspace support

• Session creation, renaming, archiving, and deletion

• Persistent AI-generated artifacts across reloads

• Drag-and-drop organization with database persistence

• Historical activity tracking and session analytics

Collaboration & Sharing

• Secure document sharing with granular permissions

• Shared workspace visibility

• Email-based collaboration invitations

• Realtime synchronization across sessions

User Profiles

• Customizable user profiles

• Activity tracking and contribution history

• Session overview and analytics dashboard

Administrative Controls

• Role-based access control

• Administrative audit console

• Event logging and realtime monitoring

• CSV export for audit data and analytics

Design Philosophy

DumpStash is designed around speed, clarity, and minimal friction.

The interface prioritizes focused thinking and fast capture while AI handles organization and restructuring in the background. The experience is optimized for professionals, founders,developers, researchers, and teams managing large volumes of unstructured information.

Technology Stack

Frontend
React 18, Vite 5, TypeScript 5, Tailwind CSS

UI Framework
shadcn/ui, Framer Motion

Backend
Supabase — Postgres, Auth, Storage, Edge Functions, Realtime

AI Processing
Groq Llama 3.3 70B

AI Generation
Google Gemini 2.5 Flash