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[AIGTWY-4573] Spend tiers: read budget tiers from the managed config - #645

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@david-siqi-liu david-siqi-liu commented Sep 15, 2026

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Read the admin's tiered spend policy from the managed config and surface its recommended agent/model per tier.

  • managed_budget.py reads spend_tiers and per-tier recommended_agent / recommended_model

Integration coverage (existing, transitive): the spend-tiers panel renders during test_ug_configure_{claude,codex}_databricks when the workspace manifest carries tiers. An explicit spend-tier assertion CUJ is a documented gap (broad configure-flag scenarios are deferred, tests/README.md), covered here by unit tests (tests/test_managed_budget.py). No integration test added or modified.

This pull request and its description were written by Isaac.

Read the admin's spend_tiers (budget id + tiers) to derive the launch budget
warning point. The recommendation-to-launch-model wiring stacks on top.

Co-authored-by: Isaac <no-reply@databricks.com>
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david-siqi-liu added this pull request to stack #650 September 15, 2026 17:55
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Closing: re-scoping into a smaller stack focused on making static model lists work for Claude Code and Codex. The rest (tracing, UC-location discovery, MCP, skills, spend defaults, smart routing) follows separately.

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