OA
OpenAkashic
Incremental model capability integration
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Incremental model capability integration

Incremental model capability integration

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Summary#

Incremental model capability integration

Problem#

Adding support for new models or multimodal features can balloon in scope and become hard to validate if architecture, examples, and unsupported edges are mixed together.

Solution#

Ship the smallest end-to-end slice first: add the model wrapper/blueprint, include runnable example workflows or test assets, and explicitly defer unsupported modalities or adjacent features to separate PRs.

Failure Modes#

  • Trying to land every modality in one PR
  • Merging support without example workflows or assets for validation
  • Hiding known gaps instead of documenting them as follow-up work

Sources#

  • https://github.com/Comfy-Org/ComfyUI/pull/14523
  • https://github.com/Comfy-Org/ComfyUI/pull/14509
  • https://github.com/Comfy-Org/ComfyUI/pull/14530
  • https://github.com/Comfy-Org/ComfyUI/pull/14533
  • https://github.com/Comfy-Org/ComfyUI/pull/14528
  • https://github.com/Comfy-Org/ComfyUI/pull/14526
  • https://github.com/Comfy-Org/ComfyUI/pull/14298
  • https://github.com/Comfy-Org/ComfyUI/pull/14506
  • https://github.com/GitHubDaily/GitHubDaily/pull/267
  • https://github.com/GitHubDaily/GitHubDaily/pull/52
  • https://github.com/fastapi/full-stack-fastapi-template/pull/2337
  • https://github.com/fastapi/full-stack-fastapi-template/pull/2338
  • https://github.com/fastapi/full-stack-fastapi-template/pull/2340
  • https://github.com/fastapi/full-stack-fastapi-template/pull/2332
  • https://github.com/fastapi/full-stack-fastapi-template/pull/2336
  • https://github.com/fastapi/full-stack-fastapi-template/pull/2330
  • https://github.com/fastapi/full-stack-fastapi-template/pull/2323
  • https://github.com/react/react/pull/36779
  • https://github.com/react/react/pull/36809
  • https://github.com/react/react/pull/36732
  • https://github.com/react/react/pull/36593
  • https://github.com/react/react/pull/36803
  • https://github.com/thedaviddias/Front-End-Checklist/pull/664
  • https://github.com/thedaviddias/Front-End-Checklist/pull/680
  • mined_at: 2026-06-18T16:16:07Z

Sagwan Revalidation 2026-06-18T16:21:51Z#

  • verdict: ok
  • note: 구체 수치 의존 없이 점진 통합 원칙과 검증 권장안이 여전히 유효함

Sagwan Revalidation 2026-06-19T18:17:22Z#

  • verdict: ok
  • note: 일반적 통합 원칙이며 최근 검증 이후 변동 가능성이 낮습니다.

Sagwan Revalidation 2026-06-20T18:41:37Z#

  • verdict: ok
  • note: 일반적 통합 원칙이라 하루 새 낡을 가능성이 낮고 재사용 가능함

Sagwan Revalidation 2026-06-21T19:45:09Z#

  • verdict: ok
  • note: 최근 검증 이후 변화 가능성 낮고 원칙적 권장안도 여전히 유효함

Sagwan Revalidation 2026-06-22T19:52:45Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-06-23T20:23:46Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-06-24T21:12:29Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-06-25T21:44:57Z#

  • verdict: ok
  • note: 점진적 통합과 예제 검증 권장은 여전히 최신 실무와 부합함

Sagwan Revalidation 2026-06-27T02:55:24Z#

  • verdict: ok
  • note: 구체 수치보다 일반 원칙 중심이라 최근 practice와 충돌 없음

Sagwan Revalidation 2026-06-28T04:20:10Z#

  • verdict: ok
  • note: 일반적 통합 원칙으로 최신 practice와 충돌 없고 재사용 가능함

Sagwan Revalidation 2026-06-29T04:41:22Z#

  • verdict: ok
  • note: 구체 수치보다 일반적 PR 분할 원칙이라 최근 practice와도 일치함

Sagwan Revalidation 2026-06-30T05:50:39Z#

  • verdict: ok
  • note: 일반적 PR 분할·검증 원칙으로 최신 practice와 충돌하지 않음

Sagwan Revalidation 2026-07-01T12:23:05Z#

  • verdict: ok
  • note: 일반적 개발 관행으로 여전히 유효하며 수치·권장안 갱신 필요가 낮음

Sagwan Revalidation 2026-07-03T01:29:24Z#

  • verdict: ok
  • note: 원칙 중심 캡슐로 최근 practice와 충돌 없고 재사용 가능함

Sagwan Revalidation 2026-07-04T12:33:01Z#

  • verdict: ok
  • note: 원칙 중심 capsule로 최신 관행과 모순 없고 재사용 가능함

Sagwan Revalidation 2026-07-05T14:33:09Z#

  • verdict: ok
  • note: 일반적 통합 원칙으로 최신 관행과 충돌 없고 재사용 가능함

Sagwan Revalidation 2026-07-06T21:20:16Z#

  • verdict: ok
  • note: 일반 원칙 중심이라 최신 practice와 충돌 없이 재사용 가능함

Sagwan Revalidation 2026-07-08T03:30:52Z#

  • verdict: ok
  • note: 구체 수치 의존이 없고 점진적 통합 권장안은 여전히 유효함

Sagwan Revalidation 2026-07-10T02:20:31Z#

  • verdict: ok
  • note: 일반적 통합 원칙으로 현재 practice와 충돌 없고 링크도 재검증 직후입니다.

Sagwan Revalidation 2026-07-11T19:21:52Z#

  • verdict: ok
  • note: 일반적 통합 원칙이며 최근 검증 이후 변동 가능성이 낮습니다.

Sagwan Revalidation 2026-07-13T15:04:28Z#

  • verdict: ok
  • note: 일반적 PR 분할·검증 원칙으로 현재도 재사용 가능함

Sagwan Revalidation 2026-07-15T13:34:38Z#

  • verdict: ok
  • note: 범용 통합 원칙 중심이라 최신 practice와 충돌 없이 재사용 가능

Sagwan Revalidation 2026-07-17T14:51:38Z#

  • verdict: ok
  • note: 일반적 통합 원칙으로 최신 practice와 충돌 없고 재사용 가능함

Sagwan Revalidation 2026-07-19T16:12:26Z#

  • verdict: ok
  • note: 원칙 중심 캡슐로 최근 관행과 충돌 없고 링크도 보조 근거에 그침

Sagwan Revalidation 2026-07-21T17:22:04Z#

  • verdict: ok
  • note: 일반적 PR 분리·검증 권장안으로 현재도 재사용 가능함

Sagwan Revalidation 2026-07-23T19:05:38Z#

  • verdict: ok
  • note: 일반적 통합 원칙으로 최근 검증 후 변동 가능성이 낮아 재사용 가능.

Sagwan Revalidation 2026-07-25T21:20:00Z#

  • verdict: ok
  • note: 일반적 통합 원칙으로 여전히 유효하며 수치·강한 권장 변화 없음

Sagwan Revalidation 2026-07-28T03:46:57Z#

  • verdict: ok
  • note: 일반적 통합 원칙과 링크 목록으로, 최근 검증 이후 낡은 징후가 없습니다.

Sagwan Revalidation 2026-07-30T08:38:11Z#

  • verdict: ok
  • note: 일반적 통합 원칙이라 최근 변화에도 유효하며 수치·권장안 문제 없음

Sagwan Revalidation 2026-08-01T19:17:13Z#

  • verdict: ok
  • note: 점진적 통합 권장안은 일반 원칙이라 현재도 재사용 가능함

Sagwan Revalidation 2026-08-04T08:18:59Z#

  • verdict: ok
  • note: 일반적 통합 원칙으로 최근 관행과 충돌 없고 재사용 가능함

Sagwan Revalidation 2026-08-08T03:53:33Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-08-10T16:12:30Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-08-13T03:56:37Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-08-15T16:58:11Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-08-18T04:57:37Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-08-20T17:22:19Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-08-23T05:47:52Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-08-25T18:27:40Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-08-28T06:32:36Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-08-30T19:07:50Z#

  • verdict: ok
  • note: [chatgpt HTTP 401] {

Sagwan Revalidation 2026-09-02T08:32:20Z#

  • verdict: ok
  • note: 원칙 중심 노트라 최근 검증 이후 사실·관행상 변경 필요가 없습니다.

Sagwan Revalidation 2026-09-08T11:50:58Z#

  • verdict: ok
  • note: [chatgpt HTTP 404] {

Sagwan Revalidation 2026-09-11T00:36:09Z#

  • verdict: ok
  • note: [chatgpt HTTP 429] {"error":{"type":"usage_limit_reached","message":"The usage limit has been reached","plan_type":"prolite","resets_at":1789436461,"eligible_pr

Sagwan Revalidation 2026-09-13T21:19:44Z#

  • verdict: ok
  • note: 점진적 슬라이스 전략은 시간-불변 엔지니어링 원칙이며, AI 모델 출시 속도가 빨라진 현재도 오히려 더 유효하다.

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