Osbias - Cognitive Journal by Pavel GoncharovOsbias - Cognitive Journal by Pavel Goncharov

Osbias - Cognitive Journal

Pavel Goncharov

Pavel Goncharov

About This Project

Osbias is a text editor that combines structured thinking frameworks with AI-powered assistance to help users become better thinkers. It bridges personal knowledge management and reasoning templates, with a sophisticated journal editor, AI chat, goal tracking, and publishing capabilities.
I built the entire product from roadmap to deployment, including 15+ API endpoints with Swagger documentation.

Key Features

CodeMirror-based journal editor with framework-guided writing and keyboard shortcuts
AI chat integration for cognitive assistance, bias checking, idea validation, and paraphrasing
Thinking frameworks like First Principles and OODA Loop that users can create and apply
Goal management with actionable items and progress tracking
Publishing to a public feed or to a personal API endpoint
Export in multiple formats (txt, md, zip)
Template systems for consistent thinking patterns
User authentication and admin panels with RBAC, rate limiting, and hashing
Light and dark-themed UI with responsive design
15+ API endpoints with full Swagger documentation
SQLite database with proper migrations and production-ready infrastructure

Challenges & How I Solved Them

Product definition: This was a 0-to-1 product with no existing spec. I defined the feature set, created the roadmap, and organized the development workflow from scratch.
Complex state management: The editor, AI chat, frameworks, and goal tracking all needed to share state cleanly. I used Redux with advanced React hooks to keep things predictable across the app.
Scalable architecture: Built the Next.js backend with modular API routes and SSR where it improved performance. The 15+ endpoints are documented with Swagger so the API is self-describing.
Deployment: Set up a Docker-based deployment pipeline on a VPS with proper migrations and production configuration.

Tech Stack

Next.js, Redux, React Hooks, Docker, SQLite, CodeMirror

Result

A production cognitive journal app live at os.gonpaul.com that combines AI-powered writing assistance, structured thinking frameworks, and goal management into a single tool for intentional thinkers.
Osbias journal editor
Osbias journal editor
Osbias thinking frameworks
Osbias thinking frameworks
Osbias AI chat integration
Osbias AI chat integration
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Posted Jul 22, 2026

AI-powered cognitive journal with structured thinking frameworks, CodeMirror editor, goal management, 15+ documented API endpoints, and publishing capabilities. Built with Next.js, Redux, and Docker.

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Timeline

May 1, 2026 - Ongoing