Blog Details

Overview

MuFaw systems treat model routing, tool calls, and evaluation as a single control plane that can be observed, audited, and tuned over time.

Core building blocks

• Orchestrator graph with typed inputs and outputs
• Retrieval and tool gateways with policy enforcement
• Evaluation harness with live and offline gates
• Observability layer for traces, cost, and quality

Operating checklist

1. Define SLOs and failure budgets before launch.
2. Ship a reference implementation with eval baselines.
3. Add runbooks for fallback, rollback, and escalation paths.