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TR is structurally safer (the audit exit code 3 on critical secrets/PII is not masked by the pipe; GitLab aborts on the first failing script line). But BOTH keep a jq predicate on keys the audit JSON does not have (.verdict absent; .pii_summary is a type->count map, severity lives in .pii_severity.worst_tier; cli/subcommands/_audit.py:242-309), so the jq test is always true (null != "errors"). GitHub (en/tr:49) and Jenkins (en:124/tr:125) still use the pipe form without pipefail.
Turkish text. GitLab audit job split into forgelm audit … --output-format json > audit.json then jq -e '…' audit.json.
Which is correct. TR is structurally safer (the audit exit code 3 on critical secrets/PII is not masked by the pipe; GitLab aborts on the first failing script line). But BOTH keep a jq predicate on keys the audit JSON does not have (.verdict absent; .pii_summary is a type->count map, severity lives in .pii_severity.worst_tier; cli/subcommands/_audit.py:242-309), so the jq test is always true (null != "errors"). Gi…
Proposed correction (Turkish text for the -tr page). Her üç sistemde de denetimi dosyaya yazıp çıkış kodunu koruyun ve doğru anahtarlarla sınayın: forgelm audit data/train.jsonl --output-format json > audit.json ardından jq -e '.success == true and .pii_gate.status != "failed" and .secrets_gate.status != "failed"' audit.json. forgelm audit kritik sır/PII bulursa zaten exit 3 verir; pipe kullanılacaksa set -o pipefail ekleyin.
Acceptance criteria
Each statement is re-checked against the code at fix time.
Documentation listed above is corrected in English and in its Turkish mirror in the same PR.
Every finding in this issue is resolved or explicitly closed with a reason.
Found by the October 2026 ForgeLM code and documentation review against commit cab2947. Code links point at that commit; line numbers may have moved since. Finding IDs (CR-…, DOC-…, TECH-…) are stable references for this backlog.
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