Technician opens CLI/FlowiseAI
TechnicianSession object initialized in Memex
Technician describes problem or runs diagnostic command
ThoughtTrail starts, RAG Layer activated
Relevant docs retrieved from Redis
Results presented, ThoughtTrail updated
Technician runs tools (file search, etc.)
Logs to MemexLink, updates context
Suggests tools/checks or Ansible playbooks
Technician reviews and approves
Playbook executed, output streamed
Results appended to session records
Final results stored as semantic links
Memory graph updated
Memex trail finalized
Optional feedback prompt