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npub1mn7jgtj4w2pd0g0zeuhxsa6jy6p0rewxz4kujt98my82ahfmp72sxjexk7andWill Pfleger 144ef4d9d0 feat(catalog): replace Databricks model-label tokenizer with models.dev registry lookup

The frontend heuristic in #3586 title-cased every word and converted adjacent
digit pairs to decimals for any string starting with 'databricks-'. This
invented false labels for custom workspace endpoints: 'databricks-team-2025-01'
→ 'Team 2025.01', 'databricks-finance-2025-01-30' → 'Finance 2025.01 30'.

Replace with a lookup-and-pass-through approach drawn from the same design
goose uses in production:

- Generator script (scripts/generate-databricks-model-names.py) fetches
  https://models.dev/api.json and emits a sorted Rust static slice of
  (id, name) pairs under crates/buzz-agent/src/databricks_model_names.rs.
  Refresh by rerunning the script and committing the diff.

- catalog.rs consults the table via databricks_model_name(id): known managed
  endpoints get curated names (e.g. 'databricks-gpt-5-5' → 'GPT-5.5'),
  unknown/custom endpoints return their raw ID unchanged. Applied to all
  ModelEntry construction paths: v1/v2 discovery, the empty-list fallback,
  and discovery_failure_fallback.

- Frontend: a matching TS registry (desktop/src/features/agents/lib/
  databricksModelNames.ts) covers persisted raw IDs on cards, rows, and
  popovers that render before discovery data is available. formatAgentModelLabel
  and formatDefaultModelLabel use the registry; no heuristic string mangling
  exists anywhere in the TS layer.

- AGENTS.md documents the three-tier label precedence: API/runtime name first,
  table-backed fallback second, raw ID last.

Supersedes #3586 (kennylopez-model-display-labels).

Co-authored-by: Will Pfleger <pfleger.will@gmail.com>
Signed-off-by: Will Pfleger <pfleger.will@gmail.com>

2026-07-29 15:03:47 -04:00