Show HN: I turned my team's coding-agent history into a knowledge graph

Category: devtools

Tags: ai-agents, knowledge-graph, developer-tools, self-hosted, memory, mcp

Score: 7.5/10 (Innovation: 8, Technical: 8, Documentation: 7, Utility: 7)

Motif captures coding-agent sessions from Claude Code, Codex, and Cursor into a self-hosted knowledge graph, enabling team-wide recall, decision extraction, and dataset export for learning. It uniquely allows agents to query past sessions across tools and supports human-in-the-loop verification of decisions, turning ephemeral interactions into shared, inspectable experience.

Target audience: AI engineers, backend developers, devops teams, and organizations using coding agents collaboratively

Repository: https://github.com/motif-Labs/motif · TypeScript · Apache-2.0 · 20 stars

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