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docs: confirm review pipeline already routes through orchestrator/free, not NIM directly - #1884

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docs: confirm review pipeline already routes through orchestrator/free, not NIM directly#1884
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@seonghobae seonghobae commented Sep 5, 2026

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Summary

This cycle's directive specifically targeted getting Noema/OpenCode review/tag/PR-conflict auto-resolution and Strix security review routed through contextual-orchestrator's orchestrator/free, with direct NVIDIA NIM communication called out as a removal target ("free+ZDR 조합도 해결 못 하는데 유료 모델 포함 auto는 의미 없다").

An audit of the central review pipeline found no violation — this is already implemented:

  • opencode.jsonc declares enabled_providers: ["contextual-orchestrator"] only; model/small_model are pinned to contextual-orchestrator/orchestrator/free. No nvidia-nim provider block exists (already removed 2026-08-31).
  • .github/workflows/opencode-review-dispatch.yml's OPENCODE_MODEL_CANDIDATES names only contextual-orchestrator/orchestrator/free — no paid or auto-selected candidate is dispatched.
  • scripts/ci/contextual_orchestrator_review_sidecar.sh (the vendored gateway pr-review-autofix.yml provisions for Noema/OpenCode/Strix repair) only forwards NVIDIA_NIM_API_KEY/NVIDIA_NIM_API_KEY_SUB as bootstrap KV credentials for the vendored orchestrator's own model discovery. The actual review completion call targets the sidecar's own loopback endpoint with CONTEXTUAL_ORCHESTRATOR_POOL hard-locked to free. No .github-side HTTP client calls a NIM endpoint directly.
  • A prior direct-HTTP NIM resolver was already removed 2026-08-30 after confirming zero callers; remaining nvidia-nim-branch dead code in run_opencode_review_model_pool.sh is inert and contract-test-pinned as absent from workflow files.
  • Noema's own repo is architecturally clean by construction: it's an OIDC-to-installation-token credential broker, not an LLM caller, and holds no upstream provider keys.

Correction, 2026-09-05: this PR's own framing above was too broad. See docs/product-technical-gap-baseline.md's corrected 2026-09-05 entry: the model-selection/logical-routing layer audited above is confirmed correct, but the sidecar/egress infrastructure layer (scripts/ci/contextual_orchestrator_review_sidecar.sh) is not yet the thin, secrets-free gateway call this framing implied — it still injects all five raw provider secrets, clones and builds contextual-orchestrator fresh on the calling runner per invocation, and runs discovery in-process there. Tracked by #1759 and contextual-orchestrator#1041 comment 5550412102.

Follow-up, 2026-09-06: the same gap-baseline entry now carries a dated follow-up on the orchestrator/free pool's retry-stacking defect — root cause (contextual-orchestrator#1081: TaskOrchestrator._invoke's retry-then-failover budget multiplied by ModelClient._send_with_retry's own transient retries, up to 6 real attempts on one flaky route before failover), the fix (ModelClient.single_attempt_transport(), merged as 414f2297), the hard-coded sidecar pin that kept the fix out of production until #1951 advanced it (efb89269, 2026-09-06 03:01Z), the rule for which runs count as post-advance evidence (a rerun or internal retry of an unchanged head replays the old trusted-source ref), and the first post-pin measurement (.github#1661 run 34008191123: vendoring contextual-orchestrator @ 414f2297… confirmed live; preflight 0 of 12 routes ready, so the review request was never made). Status: fixed, delivery confirmed, effect unconfirmed. The branch was merged with main@fb2ae81d first (no conflicts).

This PR is documentation-only: it records the audit findings (the original, the correction, and the follow-up) in docs/product-technical-gap-baseline.md (with the full audit trail and citations) and CHANGELOG.md, and separately corrects a stale gap-baseline note — a test flagged "not yet fixed" on 2026-09-04 (test_review_fix_caller_runs_once_each_hour, hourly vs. daily-cron staleness) was in fact fixed by #1877 the same day (renamed to test_review_fix_caller_keeps_the_github_daily_recovery_slot), confirmed live on current main (re-verified again during this PR's second merge-conflict resolution).

No code, workflow, or test files changed.

Test plan

  • PYTHONPATH=. python3 -m pytest tests/test_product_technical_gap_baseline.py tests/test_pr_review_autofix_nvidia_nim_contract.py tests/test_noema_review_gate.py tests/test_required_review_runner_image_contract.py -q — 144 passed
  • Verified live on origin/main (8272e4f9) that test_review_fix_caller_keeps_the_github_daily_recovery_slot exists and the old test_review_fix_caller_runs_once_each_hour symbol is gone
  • Full suite post-merge-conflict-resolution: 2893 passed, 1 skipped, 21 subtests passed
  • After merging main@fb2ae81d and adding the 2026-09-06 follow-up (cbb61c5a): PYTHONPATH=. python3 -m pytest tests/test_product_technical_gap_baseline.py tests/test_agent_review_runtime_quality_consolidation.py tests/test_pr_review_autofix_nvidia_nim_contract.py -q — 44 passed; git diff --check clean

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Summary by CodeRabbit

  • 문서
    • 미해결 항목을 최신 상태로 갱신하고, 일일 복구 슬롯 관련 테스트 수정 사항을 반영했습니다.
    • 모델 라우팅과 실행 인프라 간의 남은 이전 작업을 별도 격차로 기록했습니다.
    • 재시도 동작 개선 및 배포 후 측정 결과를 문서화했습니다.
    • 공급자 용량 부족과 도구 실행 경로의 시간 초과 분류 문제를 구분해 기록했습니다.

…e, not NIM directly

Audited opencode.jsonc, opencode-review-dispatch.yml's model candidates,
and contextual_orchestrator_review_sidecar.sh: Noema/OpenCode review and
Strix security review (via pr-review-autofix's sidecar) already route
exclusively through contextual-orchestrator's orchestrator/free pool.
NVIDIA NIM keys only flow in as bootstrap KV credentials for the vendored
gateway's own model discovery; no workflow or script makes a direct HTTP
call to a NIM endpoint. Also corrects a stale gap-baseline note: the
hourly-cron test flagged not-yet-fixed on 2026-09-04 was in fact fixed by
#1877 the same day (test_review_fix_caller_keeps_the_github_daily_recovery_slot).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KPmJErfkcHer4UVEgrQxUX
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Walkthrough

CHANGELOG.md와 기술 격차 기준선 문서가 갱신됐다. 문서는 hourly-cron 수정, sidecar migration gap, orchestrator/free retry-stacking 수정, pin 검증 결과와 잔여 문제를 기록한다.

Changes

기술 격차 기준선 갱신

Layer / File(s) Summary
기준선 및 변경 기록 정정
CHANGELOG.md, docs/product-technical-gap-baseline.md
hourly-cron 테스트가 #1877에서 수정·병합된 상태를 반영했다. [Unreleased] 변경 기록에 관련 정정을 추가했다.
Sidecar 인프라 격차 기록
docs/product-technical-gap-baseline.md
모델 선택 계층의 orchestrator/free 라우팅과 실행 sidecar의 미이전 상태를 구분해 기록했다. raw provider secrets, fresh clone, 다중 provider discovery, egress-policy: audit 상태를 명시했다.
Retry-stacking 수정 및 검증 기록
docs/product-technical-gap-baseline.md
중첩 재시도의 원인과 single_attempt_transport() 수정을 기록했다. sidecar pin 갱신, post-pin 실행 결과, 후보별 재시도 감소 측정과 잔여 용량·timeout 문제를 정리했다.

Estimated code review effort: 2 (Simple) | ~10 minutes

Merge Risk: 🔵 Low · up to b3594

This documentation update may leave an incorrect recovery-schedule verification record, which can mislead future maintenance of the automated review recovery workflow. Reconcile the test, symbol, and cron value before merge.

Suggested reviewers: claude

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Title check ✅ Passed 제목은 orchestrator/free를 통한 논리적 라우팅 문서화라는 실제 변경을 정확히 설명합니다. sidecar 인프라 gap과 retry-stacking 기록까지 포함하지 않지만, 제목에 모든 세부 변경을 포함할 필요는 없습니다.
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…-routing-confirmation

# Conflicts:
#	docs/product-technical-gap-baseline.md

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Current-head documentation blocker (freshly refetched at 0847c4424e7067b0dedd9ffcdbc9cb62780b897d over protected main@6d7fbebec8aec31d88a30a36e71ca5b3925d241d):

The statement that the review pipeline is already fully routed through contextual-orchestrator and needs no code change is too broad for Strix. The logical model identifier is now contextual-orchestrator/orchestrator/free, but protected .github/workflows/strix.yml still injects five raw provider secrets into scripts/ci/contextual_orchestrator_review_sidecar.sh; that script requires at least one provider secret, clones CO source at runtime, and performs provider discovery locally. The Strix job also remains harden-runner egress-policy: audit.

NewsDOM #682's exact predecessor run 32638076034 / job 97190711585 proves why this distinction matters: the old workflow directly selected NVIDIA, received HTTP 429, and attempted NVIDIA/OpenAI fallbacks. Current main improves the logical route but does not yet establish the requested released gateway-token-only, block-mode egress boundary.

Please keep this PR Draft and do not characterize the dependency as complete. Canonical implementation/dependency tracking is now:

This is a source/architecture finding, not a request for a source-neutral rerun or a NewsDOM change.

…p entry

@seonghobae disputed the original "Confirmed already implemented; no code
change needed" framing on this PR. Independently re-verified all three of
their points against exact file:line evidence before applying this
correction: the model-selection/logical-routing layer (opencode.jsonc,
opencode-review-dispatch.yml) is correct as originally audited, but the
sidecar/egress infrastructure layer four consumers actually run on
(scripts/ci/contextual_orchestrator_review_sidecar.sh) still injects five
raw provider secrets, clones and runs contextual-orchestrator fresh on the
calling runner, performs discovery in-process there, and leaves strix.yml's
harden-runner at egress-policy: audit rather than block. Corrects the gap
baseline entry and its matching CHANGELOG.md entry to state this accurately,
with citations to .github#1759 and contextual-orchestrator#1041 comment
5550412102 for the closing work still needed.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KPmJErfkcHer4UVEgrQxUX

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Confirmed — independently re-verified all three points against exact file:line evidence (.github/workflows/strix.yml:745-758 for the five injected provider secrets, scripts/ci/contextual_orchestrator_review_sidecar.sh lines 51-63/91-98 for the runtime clone-and-build, lines 108-109 and 316-328 for in-process local discovery, strix.yml:365-367 for harden-runner egress-policy: audit) and they all held up.

Pushed 50de5f63 correcting docs/product-technical-gap-baseline.md's entry and its matching CHANGELOG.md entry: the model-selection/logical-routing layer (opencode.jsonc, opencode-review-dispatch.yml) is still accurately described as correct, but the "Confirmed already implemented; no code change needed" framing is removed and replaced with an explicit split — the sidecar/egress infrastructure layer that Strix (and the other three #1759 consumers) actually run on is not yet complete, with the same evidence you cited and the same #1759 / contextual-orchestrator#1041 comment 5550412102 tracking links. Keeping this PR Draft as requested.


Generated by Claude Code

# Conflicts:
#	CHANGELOG.md
#	docs/product-technical-gap-baseline.md
Brings the branch current with protected main (24 commits, including the
contextual-orchestrator pin advance in efb8926 and the sidecar preflight
changes in #1947/#1949/#1950) so the gap-baseline entry this PR carries
can be extended with the retry-stacking root cause and its first post-pin
production measurement.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KPmJErfkcHer4UVEgrQxUX
…cause, pin advance, and first post-pin measurement

Extends the 2026-09-05 NIM-routing entry with a dated follow-up: the
_invoke x _send_with_retry retry multiplication (contextual-orchestrator#1081),
the ModelClient.single_attempt_transport() fix, the hard-coded sidecar pin
that kept the fix out of production until #1951, the rule for which runs
count as post-advance evidence, and .github#1661 run 34008191123 as the
first run vendoring 414f2297 (pin live; preflight 0/12 ready, so the fix
is not yet exercised end to end). This PR's CHANGELOG entry gains the same
pointer. Documentation only.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KPmJErfkcHer4UVEgrQxUX

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Taking this out of Draft.

The hold requested in comment 5550414804 on 2026-09-05 was tied to the "already implemented, no code change needed" framing; that framing was replaced by the two-layer split in 50de5f63 the same morning, and the correction has stood unchallenged since. Two changes since then, both pushed as b4d45fd2..cbb61c5a:

  1. Merged main@fb2ae81d into the branch (no conflicts; the CHANGELOG entry stays in ## [Unreleased]).
  2. Added a dated 2026-09-06 follow-up to the same gap-baseline entry: the orchestrator/free retry-stacking root cause (contextual-orchestrator#1081), the ModelClient.single_attempt_transport() fix, the hard-coded sidecar pin that kept it out of production until #1951, the rule for which runs count as post-advance evidence, and the first post-pin measurement (.github#1661 run 34008191123: vendoring contextual-orchestrator @ 414f2297… live; preflight 0 of 12 routes ready, review request never made). It is recorded as "fixed, delivery confirmed, effect unconfirmed", separate from the still-open sidecar/egress gap under #1759.

Still documentation-only. Doc contract tests: 44 passed; git diff --check clean.

Marking ready also makes this the first ready-for-review head on this repository pushed after the pin advance, so its noema-review / opencode-review / strix runs should log vendoring contextual-orchestrator @ 414f2297… — whatever they show is exactly the evidence the follow-up says is still missing, and I will fold it back into the entry. If the hold should stay for a reason beyond the framing, say so here and I will re-draft.


Generated by Claude Code

@seonghobae
seonghobae marked this pull request as ready for review September 6, 2026 07:45
…ction measurement

The 2026-09-06 follow-up now records the confirming evidence rather than
leaving the effect unverified. .github#1946 run 34008655765 measured
180 s per gateway request (two 90 s tries on the one ready route) against
540 s under the old pin, and the three post-advance Strix scans show
attempt=1/1 throughout, so contextual-orchestrator#1081 is closed.

It also separates what remains from what was fixed: capacity (#1948),
with a four-run census 08:27-09:11Z in which #1187, #1411 (noema-review
and strix) and #1884 all report identical preflight evidence -- 6 probes,
6 x 429 across three accounts, 18 candidates skipped, 0 ready -- and
contextual-orchestrator#1082, where a 90 s passthrough timeout surfaces as
500 internal_error with _record_failure unreachable, so the same silent
route is re-selected on every retry.

Measurements from a second lane's postings on #1948; job logs re-read
directly for the four boots cited here. Documentation only.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KPmJErfkcHer4UVEgrQxUX

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noema-review on cbb61c5a (job 101455078239, 09:09–09:11Z) failed at sidecar provisioning, before any review request. Pin 414f2297… vendored; preflight probed 6, ready 0, rejected 6, deferred 0, skipped 18 of candidate_count 24 — 429 from both NVIDIA keys on deepseek-v4-flash and deepseek-v4-pro and from two OpenRouter free routes, all within 90 ms, then #1949's account skip retired the rest. This is preflight-fail (capacity) per #1948, identical to three other boots in the same 45 minutes (#1187 08:29Z, #1411 noema-review 08:55Z and strix 09:08Z). Nothing in a documentation-only diff is exercised by it and no fix exists in this PR's scope; not re-running while the pool reads zero ready.

Pushed b35947ea meanwhile, which is what those measurements are for. The 2026-09-06 follow-up in docs/product-technical-gap-baseline.md now closes the retry-stacking item instead of leaving it unverified:

  • Effect confirmed. #1946 run 34008655765 (first Noema run past route preflight on the new pin) served each gateway-preflight attempt with exactly two 90 s tries on its one ready route — 180 s per gateway request against 540 s under the old pin — and the three post-advance Strix scans show attempt=1/1 throughout while pushing real work through the pool. contextual-orchestrator#1081 is closed.
  • What remains is not that defect, and is now written down as three separate items: capacity (#1948, with the four-run census above), contextual-orchestrator#1082 (a 90 s passthrough timeout surfacing as 500 internal_error with _record_failure unreachable, so the same silent route is re-selected — 176 timeouts across those three Strix scans, ≈ 4.4 of their 5.6 runner-hours), and #1948's open owner decision on whether a preflight probe deadline is a policy value distinct from the inference deadline.

Measurements are a second lane's postings on #1948; I re-read the four job logs cited here directly. Doc contract tests: 44 passed; git diff --check clean.


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Actionable comments posted: 1

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In `@docs/product-technical-gap-baseline.md`:
- Around line 3236-3238: Update the documented test contract for
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Comment thread docs/product-technical-gap-baseline.md Outdated
claude and others added 4 commits September 6, 2026 10:07
…real tests

CodeRabbit's finding on b35947e was valid, and the sentence carried two
errors, not one. test_review_fix_caller_keeps_the_github_daily_recovery_slot
asserts cron "23 7 * * *" -- the clearfolio row of hourly-review-repair.yml's
github.event.schedule lookup table -- plus the absence of the old hourly
"23 * * * *" and the reusable-scheduler reference. The central repository's
own slot is a different row, cron "21 6 * * *", asserted by
test_github_hourly_conflict_repair.py::test_central_repository_has_daily_self_caller;
both are pinned as data in test_hourly_review_repair_callers.py.

The paragraph attributed the 21 6 value to the #1877 test, conflating the two
contracts and leaving a wrong verification record in the baseline. Verified
against the workflow's own cron-to-repository mapping and all four tests
before rewriting. Documentation only.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KPmJErfkcHer4UVEgrQxUX
…a boot that reached serving

.github#1187's strix job 101451547867 is the first boot observed past route
preflight on this repository: probed 16, ready 6, rejected 8, deferred 2,
skipped 4, healthz confirmed after 400s. It provisioned at 08:37-08:49Z,
between the 08:27Z and 08:53Z zero-ready boots, so readiness swings minute
to minute rather than degrading monotonically, and #1949's lazy fill is
visibly doing what it targeted -- one cheap probe each on NIM's permanently
404 gemma-3 entries, then on to gemma-4-31b, six served routes where the
fixed first-four slice yielded two.

The same boot is contextual-orchestrator#1082 end to end: with six ready
routes it scanned 3h21m over two changed files and ended
STRIX_PROVIDER_UNAVAILABLE with Vulnerabilities 0. Capacity was not the
binding constraint there; the timeout classification was. The two residuals
are now separable in this repository's own data.

Also retires this entry's own re-run trigger. It proposed spending each held
PR's sanctioned re-run once an artifact showed ready_count >= 1; this
artifact meets that and still cost 3h21m for no verdict, so the trigger
becomes: wait until #1082 lands and its fix reaches the sidecar pin. Adds
the fifth zero-ready boot (11:35Z) showing the exhaustion is sustained
rather than one burst. Documentation only.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KPmJErfkcHer4UVEgrQxUX
…s upstream fix

Residual (iii) of the retry-stacking follow-up recorded that the 90 s seen on
every stalled review request is "the transport's recv default, not a deadline
this repository set", and left open whether a preflight probe deadline is a
policy value distinct from the inference deadline.

Half of that is no longer open. The default is
`ModelClient.__init__(timeout: int = 90)` at
`contextual_orchestrator/orchestrator.py:1696`, read at
`contextual-orchestrator@414f2297` — the SHA the central sidecar is pinned to —
and `contextual-orchestrator#1053` changes exactly that signature to
`timeout: float | None = None`, propagating the `None` through
`_local_provider_slot`'s deadline arithmetic and, per its diff stat, through
`endpoint_race.py`, `cost_router.py`, `batch_routing.py`, `server.py`, and the
synchronous embedding path.

So the inference-path half has a claimed upstream fix and only the
preflight-probe deadline stays open in this repository. The entry also records
that `#1053` and `#1082` do not subsume each other — `#1053` removes the 90 s
attempt, `#1082` records and classifies a transport failure when one still
arrives — and that the sidecar pin must advance past whichever lands last.
Both are other lanes' active work; this is a dependency note, not a claim.

Also merges `origin/main` (`dd0b96fe`) into the branch, which was `behind`.

Verification: full suite 2956 passed, 1 skipped, 21 subtests passed;
`git diff --check` clean.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KPmJErfkcHer4UVEgrQxUX
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