Blog Details

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24 Dec 2025

09

35

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.

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