Found by running: the loop was setting LH_APPLIER_MODEL=qwen3-coder:480b explicitly via env, which clobbered the applier's NEW default of x-ai/grok-4.1-fast on openrouter. Result: applier kept hitting the throttled ollama_cloud account and producing zero patches every iter. Now LOOP_APPLIER_MODEL and LOOP_APPLIER_PROVIDER are optional overrides; when unset, scrum_applier.ts uses its own defaults. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Audit pipeline PR #9: determinism + fact extraction + verifier gate + KB stats + context injection (PR #9)
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Rust-first object storage system
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