Plan → Validate → Act
Agent loop Julian built for hiring conversations: explicit plan steps, dry-run validation before side effects, then a visible tool log (search_docs, draft_reply, create_ticket, write_note). Tools are mocked; the UX mirrors production guardrails.
Waiting to run...
Tool calls appear here with inputs and outputs.