Principal AI Architect Operating Model
Production Incident Triage
Orchestrate specialist agents through bounded planning, tool execution, evaluation, memory updates, and ship/no-ship control.
Set the business question, inspect the generated deliverable, and copy the output.
Mission UI
Live Agent Runtime
Agent thoughts, tool outputs, and handoff payloads stream here during the run.
Watch how the bounded loop moves from goal to plan, execution, verification, and ship decision.
Goal
Bound mission, success criteria, and stop conditions.
Plan
Break work into specialist tasks and checkpoints.
Execute
Call tools, collect evidence, and update state.
Verify
Score correctness, cost, latency, risk, and completeness.
Ship
Handoff, resume, or stop with auditable reasoning.
Inspect orchestrator handoffs, specialist agents, evaluation gate, memory, and context.