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        "title": "Review Queue Storage message updates before chaining another work queue",
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        "potentially_affected": "Applications processing multi-step work in Azure Queue Storage.",
        "dse_recommendation": "Compare an in-message progress design with the existing queue handoff before changing the worker.",
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            "name": "Performance and scalability checklist for Queue Storage - Azure Storage | Microsoft Learn",
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        "content_html": "<h2>Source facts</h2>\n<p>Queue Storage&#8217;s update-message operation can change message state information or extend its invisibility timeout. Microsoft describes this as an alternative to passing a job between queues after each step. Each update still contributes to the service&#8217;s scalability target.</p>\n<p>For direct REST callers, Microsoft warns against retrying an unchanged malformed request: a Bad Request response is not corrected by sending the same request again. <a href=\"https://learn.microsoft.com/en-us/azure/storage/queues/storage-performance-checklist\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn</a>.</p>\n<h2>Applicability</h2>\n<p>Review the actual worker&#8217;s steps, progress representation, processing duration, and error handling. Keep the decision focused on one workflow; do not assume every queue handoff is unnecessary or that an update proves business processing finished.</p>\n<h2>DSE recommendation</h2>\n<p>DSE recommends documenting the meaning of each stored progress state before altering queue topology. Specify when the worker should update progress, when it should extend the invisibility period, and who owns a stalled job. Classify invalid requests separately from retryable failures. Compare the proposed update rate with the workload&#8217;s measured transaction pattern.</p>\n<h2>Verification</h2>\n<p>In a test queue, interrupt the worker between two documented steps and observe what the next processing attempt sees. Check the saved state and actual business-side effects separately. Exercise a malformed request and confirm that the application reports it without an uncontrolled retry loop. Retain the test sequence and observed messages with sensitive payloads removed.</p>\n<h2>Official references</h2>\n<p><a href=\"https://learn.microsoft.com/en-us/azure/storage/queues/storage-performance-checklist\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Learn: Performance and scalability checklist for Queue Storage</a>. Source retrieved September 9, 2026.</p>",
        "content_text": "Source facts\nQueue Storage’s update-message operation can change message state information or extend its invisibility timeout. Microsoft describes this as an alternative to passing a job between queues after each step. Each update still contributes to the service’s scalability target.\nFor direct REST callers, Microsoft warns against retrying an unchanged malformed request: a Bad Request response is not corrected by sending the same request again. Microsoft Learn.\nApplicability\nReview the actual worker’s steps, progress representation, processing duration, and error handling. Keep the decision focused on one workflow; do not assume every queue handoff is unnecessary or that an update proves business processing finished.\nDSE recommendation\nDSE recommends documenting the meaning of each stored progress state before altering queue topology. Specify when the worker should update progress, when it should extend the invisibility period, and who owns a stalled job. Classify invalid requests separately from retryable failures. Compare the proposed update rate with the workload’s measured transaction pattern.\nVerification\nIn a test queue, interrupt the worker between two documented steps and observe what the next processing attempt sees. Check the saved state and actual business-side effects separately. Exercise a malformed request and confirm that the application reports it without an uncontrolled retry loop. Retain the test sequence and observed messages with sensitive payloads removed.\nOfficial references\nMicrosoft Learn: Performance and scalability checklist for Queue Storage. Source retrieved September 9, 2026.",
        "content_markdown": "## Source facts\n\nQueue Storage’s update-message operation can change message state information or extend its invisibility timeout. Microsoft describes this as an alternative to passing a job between queues after each step. Each update still contributes to the service’s scalability target.\n\nFor direct REST callers, Microsoft warns against retrying an unchanged malformed request: a Bad Request response is not corrected by sending the same request again. [Microsoft Learn](https://learn.microsoft.com/en-us/azure/storage/queues/storage-performance-checklist).\n\n## Applicability\n\nReview the actual worker’s steps, progress representation, processing duration, and error handling. Keep the decision focused on one workflow; do not assume every queue handoff is unnecessary or that an update proves business processing finished.\n\n## DSE recommendation\n\nDSE recommends documenting the meaning of each stored progress state before altering queue topology. Specify when the worker should update progress, when it should extend the invisibility period, and who owns a stalled job. Classify invalid requests separately from retryable failures. Compare the proposed update rate with the workload’s measured transaction pattern.\n\n## Verification\n\nIn a test queue, interrupt the worker between two documented steps and observe what the next processing attempt sees. Check the saved state and actual business-side effects separately. Exercise a malformed request and confirm that the application reports it without an uncontrolled retry loop. Retain the test sequence and observed messages with sensitive payloads removed.\n\n## Official references\n\n[Microsoft Learn: Performance and scalability checklist for Queue Storage](https://learn.microsoft.com/en-us/azure/storage/queues/storage-performance-checklist). Source retrieved September 9, 2026."
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