How would you have architected this from the start?
I built an internal AI workspace for a consulting firm (5 users). Each consultant has a workspace
with structured markdown files (client context, skills, stages, output logs) — all orchestrated by
Claude Code locally. The filesystem IS the database — folders = tables, .md files = records. It
works perfectly on local machines.
Now I need to take it online so the company owns the data centrally (not on individual PCs).
Questions:
1. Is a filesystem-based architecture viable at this scale or do I need a real DB?
2. Can I connect a web interface directly to a centralized filesystem? ( Should i use VstudioCode Web or Recreate an Chat interface )
3. How do you handle access control with file-based data?
4. What's the best way for users to interact with the agent + data remotely — VS Code web, custom
UI, something else?
Objectif are : The Company Own the Data - Agent Claude Code
3
3 comments
Eytan Levy
4
How would you have architected this from the start?
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