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Improve observability and explainability of routing decisions #4

@NayanKanaparthi

Description

@NayanKanaparthi

Context

Tokenomics makes multi-step decisions involving ML predictions,
heuristics, bandit routing, and escalation.

Understanding why a decision was made is critical for trust and debugging.

Open problem

  • Structured logs explaining:
    • complexity decision
    • routing choice
    • escalation triggers
  • Traceability across the full request lifecycle

Goal

Enable developers to answer:
"Why was this model or strategy chosen for this query?"

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