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Implement model routing for simple versus reasoning-heavy agent workflows #262

Description

@michaelmwu

Parent: #257

Goal

Define and implement a model routing strategy so the system uses stronger reasoning models where they help, while keeping simple operations fast and inexpensive.

Scope

  • Use smaller/faster models for:
    • intent classification
    • simple field extraction
    • simple task creation
    • summaries
  • Use stronger reasoning models for:
    • ambiguous English requests
    • multi-step plans
    • cross-tool orchestration
    • service/code modification workflows
    • PR drafting
    • tradeoff explanations before risky actions
  • Route based on complexity, risk, and workflow type.
  • Keep permission decisions outside the model entirely.

Acceptance criteria

  • The orchestrator can select a model tier based on request class.
  • High-risk or multi-step workflows use the stronger reasoning tier for planning.
  • Permission checks are deterministic and unchanged by model tier.
  • Routing decisions are logged for debugging and cost analysis.

Activity

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