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AI workspace

AI Hub

A workspace that gives AI tools persistent project context: the web interface and Claude Code reach the same logic through an MCP server. Built as a team, with me as lead developer.

Client
Metatrom (team project)
Year
2026
Field
AI workspace
Tech stack
Next.js, SurrealDB, MCP, Claude Code
KI-Arbeitsraum mit dauerhaftem Projektkontext
  • 749Commits
  • 99,000Lines of code
  • 6 monthsDevelopment
01

Starting point

What a team knows about a project lives in heads, chat logs and commit histories, and every new AI session starts from nothing. Decisions get made twice, and traps get found twice.

02

Approach

Projects, tasks and decisions are entries in the workspace, linked to one another. The logic behind them exists exactly once: the web interface and Claude Code reach the same layer through an MCP server. Underneath are Next.js and SurrealDB with vector search.

03

Outcome

AI tools now have project context. A new session no longer starts from nothing.

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