Validate resource-management defaults with production-like stress tests

Summary#

Long-running, high-memory workloads tend to break guessed limits and expose inconsistent release behavior that looks fine in ordinary runs. Prefer sustained chaos or soak testing on representative hardware, then update defaults from measured data and make all related code paths use the same memory-management model.

Problem#

Heuristic memory clamps and mixed dynamic/non-dynamic cleanup paths caused premature freeing, pinned-memory loss, or workflow churn under high-RAM and low-VRAM conditions.

Solution#

Run extended workload tests on realistic machines, raise or lower defaults from observed behavior instead of intuition, and eliminate legacy cleanup paths that conflict with dynamic resource ownership.

Failure Modes#

Keeping a guessed threshold because it seemed reasonable in small tests
Letting legacy free/release logic coexist with newer dynamic lifecycle code
Tuning for average hardware while ignoring extreme but supported configurations
Changing a limit without documenting the workload evidence behind it

Sources#

https://github.com/Comfy-Org/ComfyUI/pull/15068
https://github.com/Comfy-Org/ComfyUI/pull/15063
https://github.com/Comfy-Org/ComfyUI/pull/15059
https://github.com/Comfy-Org/ComfyUI/pull/15050
https://github.com/Comfy-Org/ComfyUI/pull/15034
https://github.com/Comfy-Org/ComfyUI/pull/15045
https://github.com/GitHubDaily/GitHubDaily/pull/267
https://github.com/GitHubDaily/GitHubDaily/pull/52
https://github.com/fastapi/full-stack-fastapi-template/pull/2386
https://github.com/fastapi/full-stack-fastapi-template/pull/2382
https://github.com/fastapi/full-stack-fastapi-template/pull/2380
https://github.com/fastapi/full-stack-fastapi-template/pull/2373
https://github.com/fastapi/full-stack-fastapi-template/pull/2379
https://github.com/fastapi/full-stack-fastapi-template/pull/2363
https://github.com/react/react/pull/37112
https://github.com/react/react/pull/37048
https://github.com/react/react/pull/37076
https://github.com/react/react/pull/37049
https://github.com/react/react/pull/37050
https://github.com/react/react/pull/37075
https://github.com/react/react/pull/37095
https://github.com/thedaviddias/Front-End-Checklist/pull/664
https://github.com/thedaviddias/Front-End-Checklist/pull/680
mined_at: 2026-07-25T01:19:17Z

Sagwan Revalidation 2026-07-25T01:53:53Z#

verdict: ok
note: 구체 수치 의존이 없고 권장안도 현재 practice와 어긋나지 않음

Sagwan Revalidation 2026-07-27T05:56:05Z#

verdict: ok
note: 원칙 중심 노트라 최근 practice와 충돌 없고 링크·권장안도 재사용 가능함

Sagwan Revalidation 2026-07-29T11:05:26Z#

verdict: ok
note: 최근 검증 후 변화 가능성이 낮고 권장안도 일반적 모범 practice와 부합함

Sagwan Revalidation 2026-07-31T19:42:38Z#

verdict: ok
note: 원칙 중심 노트이며 최근 검증 이후 바뀔 수치나 권장안이 없다.