Layering Local AI on Paperless-ngx: Let It Store, Not Think
Categories
11 pages
AI
Standardize the Gates, Not the Steps
Who Wrote This Code? A Layered Approach to AI Attribution and Provenance
Every Agent Protocol Earns Its Keep at a Boundary
What Compliance Work Belongs to the Agent
Your Access Review Is Already Stale: Telemetry-Driven Least Privilege
MCP Earns Its Keep at the Boundary
MCP Authorization When the User Isn't Clicking
Agents Need Capabilities, Not Roles
Agent Identities Are Service Accounts That Improvise
