JuneBug
Daily journal for developers — one entry per day, with AI that names your posts, remembers what matters, and suggests prompts when you're stuck.
Overview
JuneBug is a developer-focused journaling application that combines a clean writing experience with intelligent AI features. Built as a modern full-stack monorepo, it provides one entry per calendar day with a rich text editor, automatic title generation, and AI-powered memory extraction that learns from your writing to generate personalized prompts.
Highlights
AI-Powered Features
- Automatic Titles: Uses OpenAI to generate contextual titles from entry content
- Memory Extraction: Processes entries to extract and maintain structured memories (goals, projects, wins, blockers, learnings) with embeddings
- Personalized Prompts: Generates writing prompts based on your focus areas and past entries
- Graceful Degradation: Core functionality works without AI; features degrade gracefully when services are unavailable
Tech Stack
Frontend: React 19, TypeScript, Vite, Tailwind CSS v4, Shadcn UI, Tiptap editor, TanStack Query, React Router
Backend: Express, TypeScript, Drizzle ORM, Neon Postgres, Better Auth, Vercel AI SDK + OpenAI, RabbitMQ (optional async pipeline)
Architecture: pnpm monorepo with feature-based backend structure, dual user model (Better Auth + app users), and async memory processing pipeline
Key Features
- Rich text editor with custom slash commands
- Full-text search and tag-based organization
- GitHub OAuth and email/password authentication
- Onboarding flow with user preferences
- Admin dashboard for AI usage telemetry
- One entry per day with idempotent creation
