[gHashTag]

Why

At 10 lanes nemotron-3-super-120b answered 1,369 requests in 20 minutes with 429/503 and bees finished 4 turns. Probing all 10 keys showed 503s spread across every key: the model is overloaded, not our keys. Five of seven would-be fallback models answered 410/404 the same afternoon.

What

• lib/model-ranking.ts: per-candidate score = expected seconds per 500-token step = (500 / tok/s) / successRate. Inputs: probes every 5 min (speed, tool calling, 404/410) and every live answer. Only models that called a tool are eligible; a challenger must be 20% cheaper (no flapping); gone models re-probed after an hour.
• overload-retry-fetch.ts: routeModel rewrites the request model per attempt; onOutcome feeds the ranking.
• Worker endpoint only, and only requests that name a ranked candidate.
• /queen/status gains models.chosen + models.ranking.
• Off unless TRIOS_QUEEN_WORKER_MODEL_CANDIDATES is set.

Tests

bun test src/lib/model-ranking.test.ts src/lib/overload-retry-fetch.test.ts 24 pass; dispatch/tick/status/round suites 140 pass; tsc --noEmit clean.

🤖 Generated with Claude Code

[github-actions]

❌ Tests failed — 11/2436 failed

Suite	Passed	Failed	Skipped
✅ agent	87/87	0	0
✅ build	9/9	0	0
✅ cdp-protocol	5/5	0	0
✅ eval	93/93	0	0
✅ server-agent	272/272	0	0
❌ server-api	1252/1315	6	57
✅ server-browser	6/6	0	0
✅ server-integration	10/11	0	1
✅ server-lib	279/279	0	0
❌ server-pglive	1/3	2	0
✅ server-root	68/68	0	0
✅ server-skills	31/31	0	0
❌ server-tools	240/243	3	0
✅ shared	14/14	0	0

Failed tests

• server-api — the note says who committed the branch, where it can be read > puts the salvage fact where the 1500-character cap cannot cut it
• server-api — a turn the provider killed does not spend the issue > is judged and sent back, but charges neither counter
• server-api — deriving work the repository already measured > carries the command that produced it
• server-api — deriving work the repository already measured > gives every candidate a path that can be a boundary
• server-api — deriving work the repository already measured > proposes nothing from code this project does not own
• server-api — salvaging a turn that ended with its work uncommitted > refuses a worktree holding an unmerged path
• server-pglive — the migration block, applied to a real PostgreSQL > creates every object it promises, and survives a second boot
• server-pglive — the live gate > ran, or its absence is on the record
• server-tools — navigation tools > new_hidden_page opens a hidden tab
• server-tools — navigation tools > show_page restores a hidden page to visible
• server-tools — window tools > create_hidden_window creates and closes a hidden window

View workflow run