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Jishu Labs

Kioku

Decision and context tracking system

Full-Stack Developer2024Solo project

Live Demo

Overview

Kioku (Memory) is a decision and context tracking system designed for developers. Capture architectural decisions, code rationale, and project context to maintain continuity across sessions and team members.

The Challenge

Knowledge gets lost between development sessions. Why was this architecture chosen? What tradeoffs were considered? Without documentation, teams repeatedly revisit solved problems.

The Solution

Built a structured memory system that captures decisions with context, rationale, and alternatives. Integrates with projects to provide relevant memories when working on related code.

Impact

500+
Decisions
Decisions documented
50+
Projects
Projects tracked
90%
Recall
Context retrieval accuracy
-40%
Onboarding
Reduced onboarding time

Technology Stack

Frontend

Next.js 14ReactTypeScriptTailwind CSS

AI/ML

OpenAI EmbeddingsVector SearchSemantic Matching

Backend

SupabasePostgreSQLpgvector

Features

TaggingSearchTimeline View

Key Features

Decision documentation with rationale
Semantic search across memories
Project-based organization
Timeline and changelog views