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Open-source session management platform for Claude Code and Codex — analytics, AI recaps, sharing, and team features. Self-hosted with Docker.

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I built an open-source analytics platform for Claude Code sessions

Name: I built an open-source analytics platform for Claude Code sessions
Availability: InStock
Author: jjak82

by jjak82·Feb 26, 2026·1 point·0 comments

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AI Analysis

●●●BangerSolve My ProblemShip It

Claude Code session archival with cost tracking and team analytics—no cloud, no vendor lock-in.

Strengths

•Solves real pain: Claude Code sessions are ephemeral and costs opaque; self-hosted means code never leaves network
•Full-text search, cost-per-session tracking, AI recaps with actionable suggestions—enterprise-ready feature set
•Multi-user auth (GitHub/Google/OIDC) and GitHub link detection show thoughtful team integration

Weaknesses

•Depends entirely on Claude Code adoption trajectory—if Claude Code stalls, this becomes a niche tool
•No comparison to competing session capture tools; unclear if SaaS alternatives exist

Post Description

Claude Code is becoming central to how teams write software, but session data is ephemeral and costs are opaque. So I built Confabulous — a self-hosted platform that captures, archives, and analyzes every session across your team.

Your sessions contain real code and architecture decisions — they never leave your network. Multiplayer with GitHub/Google/OIDC auth.

What you get (so far):

→ archive with full-text search → per-session and aggregate, by model, with trend charts → — tool usage, files modified, agent invocations, Claude utilization % → - with actionable improvement suggestions → with automatic secret redaction → — sessions auto-link to PRs and commits

Example from Christmas time: https://lnkd.in/guVb5Nx2

Things are moving fast — new features rolling out regularly.

Open source: https://lnkd.in/gi5eqxh8

Or try it at https://confabulous.dev

Generated with Claude Code