[Tyler-Edwards]

What

Stop polling after repeated query failures.

Why

Audit finding 10.

Before	After
Polling never reaches its stop threshold.	Stop polling after repeated query failures.

Verification

All applicable pre-commit hooks passed. Focused checks on this PR branch passed: Test Files 2 passed (2); Tests 5 passed (5).

pre-commit run --files frontend/src/hooks/use-finetuning.runs.test.ts frontend/src/lib/poll.test.ts frontend/src/lib/poll.ts
cd frontend && bun run typecheck
cd frontend && bun run test -- src/hooks/use-finetuning.runs.test.ts src/lib/poll.test.ts
git diff --check

The combined remediation was also validated before splitting: 943 Console tests, 601 SDK tests on each of Python 3.10 and 3.13, 43 journeys, and four load checks passed. The backend sweep had 3,283 passes and one comparison-contract failure; that contract was fixed and all 15 affected MCP/catalog tests passed on rerun. These combined results are context, not a claim that every suite was rerun on this branch.

Screenshots

Not captured during PR preparation. UI changes remain draft pending browser review.

Completeness

• MCP — Frontend-only; no MCP catalog change.
• Blast radius — No Celery routing or seed changes required.
• Docs — No documentation PR, as requested.
• Agent instructions — Related agent instructions reviewed; no rule change required.

Checklist

• The change replaces the affected behavior without a compatibility path.
• Verification and any skipped suites are reported above.
• No model fields or migrations changed; this PR is based on current fetched main.
• UI browser review: pending where applicable; no UI review is claimed.

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