Proof of work · project milestone

Restricted AI Infrastructure Observer & Approval Workflow

Designed and built an AI-assisted operational workflow that separates diagnostic access from production-change authority.

Published

Demonstrates restricted diagnostic operations, command and target validation, separate observer and executor identities, explicit human approval, frozen approved actions, rollback descriptions, execution records, independent verification, and synthetic failure labs. Technologies include n8n, local LLMs, Nextcloud Talk, PostgreSQL, and restricted diagnostic tooling. AI assists the operator; it does not replace operator responsibility or provide unrestricted autonomous remediation.