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        "title": "Use the DSE Updates API without stripping away source, review, and priority context",
        "summary": "A feed integration should preserve the context that makes a DSE Update useful: stable identity, source, review status, resource type, priority, topics, dates, and canonical link. Validate against the live schema and fail visibly when fields change.",
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        "dse_recommendation": "Inspect the live OpenAPI description, consume only documented read-only routes, preserve provenance and review fields, validate and escape content, use stable identifiers and canonical links, monitor schema drift, and keep a visible failure path.",
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        "content_html": "<h2>Source facts: the live API and schema are the integration contract</h2>\n<p>The public <a href=\"https://update.dsesecurity.com/api/v1/\" target=\"_blank\" rel=\"noopener noreferrer\">DSE Updates API entry point</a> exposes the site&#8217;s published machine-readable interface. The companion <a href=\"https://update.dsesecurity.com/api/v1/openapi.json\" target=\"_blank\" rel=\"noopener noreferrer\">OpenAPI document</a> describes the currently published routes, parameters, response shapes, and fields for consumers.</p>\n<p>Those live resources should be checked when an integration is designed and whenever it is changed. A screenshot, copied example, or old local type definition can become stale. The API is a read-only publication path; it should not be represented as a customer-specific assessment, a monitoring service, a private support interface, or authority to change a system.</p>\n<p>An article&#8217;s text is only part of its meaning. Its canonical identifier and URL, resource format, priority, topics, source name and URL, source date when available, publication date, review date, author, and affected or action context help a reader judge relevance and return to authority. Dropping those fields can make an accurate excerpt look like an unattributed or timeless instruction.</p>\n\n<h2>DSE recommendation: integrate a traceable resource, not a detached paragraph</h2>\n<p>Build the consumer around the exact current schema and retain enough context for a person to inspect the original resource before acting.</p>\n<ol>\n<li><strong>Define the use and audience.</strong> State whether the integration powers a reader, search index, internal portal, notification, archive, analytics view, or AI retrieval workflow. Document who sees it, refresh expectations, allowed storage, and what decision it must never make automatically.</li>\n<li><strong>Read the live contract.</strong> Retrieve the OpenAPI document, identify the documented route and parameters, note required and optional fields, pagination or limits, identifiers, error responses, and content types. Pin a tested interpretation in code while monitoring the live document for change.</li>\n<li><strong>Preserve provenance.</strong> Store and display the canonical resource URL, source name and source URL, available source date, publication and review dates, resource format, priority, topics, author when present, and DSE recommendation boundary. Keep source facts distinguishable from DSE guidance.</li>\n<li><strong>Validate every response.</strong> Enforce expected types and required fields, bound sizes, normalize dates without inventing precision, escape content for its destination, reject unsafe URLs or markup, and log schema violations. Do not silently replace a missing source with a guessed one.</li>\n<li><strong>Use stable identity and update semantics.</strong> Key records using the documented stable identifier or canonical link rather than title text. Handle edits, review-date changes, removals, duplicates, pagination, retries, and partial refresh without publishing two conflicting versions.</li>\n<li><strong>Design responsible AI retrieval.</strong> Index provenance with content, cite the canonical article and official source, carry review and priority context into results, permission-trim any private enrichment outside this public feed, and require human review before consequential changes.</li>\n<li><strong>Monitor and fail visibly.</strong> Track fetch success, latency, HTTP status, parse errors, schema drift, stale cache age, missing provenance, duplicate records, and broken canonical links. Show last successful refresh and preserve the previous known-good view rather than presenting incomplete content as current.</li>\n</ol>\n<p>Set a consumer stop condition. If the schema cannot be validated, provenance fields disappear, a refresh is materially stale, or identifiers conflict, the application should mark the affected view unavailable or outdated and alert its owner. It should not fabricate defaults, merge records by similar titles, or continue an automated decision with incomplete context.</p>\n<p>Keep a small contract-test fixture built from documented responses. Exercise empty results, optional fields, Unicode, long content, pagination boundaries, changed review dates, removed records, timeouts, rate or availability errors, and malformed responses. Run these tests before consumer releases and after a detected schema change.</p>\n<p><strong>Factual boundary:</strong> Only fields and endpoints present in the live API and OpenAPI document should be treated as supported. The interface can evolve, and this article does not promise a particular service level, retention period, or field permanence. The public feed is informational and not customer-specific guidance.</p>\n<p>Measure source-field preservation, schema-validation failures, refresh age, canonical-link integrity, duplicate rates, and integrations using undocumented routes. The desired result is portable guidance that remains attributable, reviewable, and connected to the page and authority from which it came.</p>\n\n<h2>Official references</h2>\n<ul>\n<li>DSE Updates, <a href=\"https://update.dsesecurity.com/api/v1/\" target=\"_blank\" rel=\"noopener noreferrer\"><em>API v1 entry point</em></a>.</li>\n<li>DSE Updates, <a href=\"https://update.dsesecurity.com/api/v1/openapi.json\" target=\"_blank\" rel=\"noopener noreferrer\"><em>API v1 OpenAPI document</em></a>.</li>\n</ul>",
        "content_text": "Source facts: the live API and schema are the integration contract\nThe public DSE Updates API entry point exposes the site’s published machine-readable interface. The companion OpenAPI document describes the currently published routes, parameters, response shapes, and fields for consumers.\nThose live resources should be checked when an integration is designed and whenever it is changed. A screenshot, copied example, or old local type definition can become stale. The API is a read-only publication path; it should not be represented as a customer-specific assessment, a monitoring service, a private support interface, or authority to change a system.\nAn article’s text is only part of its meaning. Its canonical identifier and URL, resource format, priority, topics, source name and URL, source date when available, publication date, review date, author, and affected or action context help a reader judge relevance and return to authority. Dropping those fields can make an accurate excerpt look like an unattributed or timeless instruction.\n\nDSE recommendation: integrate a traceable resource, not a detached paragraph\nBuild the consumer around the exact current schema and retain enough context for a person to inspect the original resource before acting.\n\nDefine the use and audience. State whether the integration powers a reader, search index, internal portal, notification, archive, analytics view, or AI retrieval workflow. Document who sees it, refresh expectations, allowed storage, and what decision it must never make automatically.\nRead the live contract. Retrieve the OpenAPI document, identify the documented route and parameters, note required and optional fields, pagination or limits, identifiers, error responses, and content types. Pin a tested interpretation in code while monitoring the live document for change.\nPreserve provenance. Store and display the canonical resource URL, source name and source URL, available source date, publication and review dates, resource format, priority, topics, author when present, and DSE recommendation boundary. Keep source facts distinguishable from DSE guidance.\nValidate every response. Enforce expected types and required fields, bound sizes, normalize dates without inventing precision, escape content for its destination, reject unsafe URLs or markup, and log schema violations. Do not silently replace a missing source with a guessed one.\nUse stable identity and update semantics. Key records using the documented stable identifier or canonical link rather than title text. Handle edits, review-date changes, removals, duplicates, pagination, retries, and partial refresh without publishing two conflicting versions.\nDesign responsible AI retrieval. Index provenance with content, cite the canonical article and official source, carry review and priority context into results, permission-trim any private enrichment outside this public feed, and require human review before consequential changes.\nMonitor and fail visibly. Track fetch success, latency, HTTP status, parse errors, schema drift, stale cache age, missing provenance, duplicate records, and broken canonical links. Show last successful refresh and preserve the previous known-good view rather than presenting incomplete content as current.\n\nSet a consumer stop condition. If the schema cannot be validated, provenance fields disappear, a refresh is materially stale, or identifiers conflict, the application should mark the affected view unavailable or outdated and alert its owner. It should not fabricate defaults, merge records by similar titles, or continue an automated decision with incomplete context.\nKeep a small contract-test fixture built from documented responses. Exercise empty results, optional fields, Unicode, long content, pagination boundaries, changed review dates, removed records, timeouts, rate or availability errors, and malformed responses. Run these tests before consumer releases and after a detected schema change.\nFactual boundary: Only fields and endpoints present in the live API and OpenAPI document should be treated as supported. The interface can evolve, and this article does not promise a particular service level, retention period, or field permanence. The public feed is informational and not customer-specific guidance.\nMeasure source-field preservation, schema-validation failures, refresh age, canonical-link integrity, duplicate rates, and integrations using undocumented routes. The desired result is portable guidance that remains attributable, reviewable, and connected to the page and authority from which it came.\n\nOfficial references\n\nDSE Updates, API v1 entry point.\nDSE Updates, API v1 OpenAPI document.",
        "content_markdown": "## Source facts: the live API and schema are the integration contract\n\nThe public [DSE Updates API entry point](https://update.dsesecurity.com/api/v1/) exposes the site’s published machine-readable interface. The companion [OpenAPI document](https://update.dsesecurity.com/api/v1/openapi.json) describes the currently published routes, parameters, response shapes, and fields for consumers.\n\nThose live resources should be checked when an integration is designed and whenever it is changed. A screenshot, copied example, or old local type definition can become stale. The API is a read-only publication path; it should not be represented as a customer-specific assessment, a monitoring service, a private support interface, or authority to change a system.\n\nAn article’s text is only part of its meaning. Its canonical identifier and URL, resource format, priority, topics, source name and URL, source date when available, publication date, review date, author, and affected or action context help a reader judge relevance and return to authority. Dropping those fields can make an accurate excerpt look like an unattributed or timeless instruction.\n\n## DSE recommendation: integrate a traceable resource, not a detached paragraph\n\nBuild the consumer around the exact current schema and retain enough context for a person to inspect the original resource before acting.\n\n- Define the use and audience. State whether the integration powers a reader, search index, internal portal, notification, archive, analytics view, or AI retrieval workflow. Document who sees it, refresh expectations, allowed storage, and what decision it must never make automatically.\n\n- Read the live contract. Retrieve the OpenAPI document, identify the documented route and parameters, note required and optional fields, pagination or limits, identifiers, error responses, and content types. Pin a tested interpretation in code while monitoring the live document for change.\n\n- Preserve provenance. Store and display the canonical resource URL, source name and source URL, available source date, publication and review dates, resource format, priority, topics, author when present, and DSE recommendation boundary. Keep source facts distinguishable from DSE guidance.\n\n- Validate every response. Enforce expected types and required fields, bound sizes, normalize dates without inventing precision, escape content for its destination, reject unsafe URLs or markup, and log schema violations. Do not silently replace a missing source with a guessed one.\n\n- Use stable identity and update semantics. Key records using the documented stable identifier or canonical link rather than title text. Handle edits, review-date changes, removals, duplicates, pagination, retries, and partial refresh without publishing two conflicting versions.\n\n- Design responsible AI retrieval. Index provenance with content, cite the canonical article and official source, carry review and priority context into results, permission-trim any private enrichment outside this public feed, and require human review before consequential changes.\n\n- Monitor and fail visibly. Track fetch success, latency, HTTP status, parse errors, schema drift, stale cache age, missing provenance, duplicate records, and broken canonical links. Show last successful refresh and preserve the previous known-good view rather than presenting incomplete content as current.\n\nSet a consumer stop condition. If the schema cannot be validated, provenance fields disappear, a refresh is materially stale, or identifiers conflict, the application should mark the affected view unavailable or outdated and alert its owner. It should not fabricate defaults, merge records by similar titles, or continue an automated decision with incomplete context.\n\nKeep a small contract-test fixture built from documented responses. Exercise empty results, optional fields, Unicode, long content, pagination boundaries, changed review dates, removed records, timeouts, rate or availability errors, and malformed responses. Run these tests before consumer releases and after a detected schema change.\n\nFactual boundary: Only fields and endpoints present in the live API and OpenAPI document should be treated as supported. The interface can evolve, and this article does not promise a particular service level, retention period, or field permanence. The public feed is informational and not customer-specific guidance.\n\nMeasure source-field preservation, schema-validation failures, refresh age, canonical-link integrity, duplicate rates, and integrations using undocumented routes. The desired result is portable guidance that remains attributable, reviewable, and connected to the page and authority from which it came.\n\n## Official references\n\n- DSE Updates, [API v1 entry point](https://update.dsesecurity.com/api/v1/).\n\n- DSE Updates, [API v1 OpenAPI document](https://update.dsesecurity.com/api/v1/openapi.json)."
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                "articleBody": "Source facts: the live API and schema are the integration contract\nThe public DSE Updates API entry point exposes the site’s published machine-readable interface. The companion OpenAPI document describes the currently published routes, parameters, response shapes, and fields for consumers.\nThose live resources should be checked when an integration is designed and whenever it is changed. A screenshot, copied example, or old local type definition can become stale. The API is a read-only publication path; it should not be represented as a customer-specific assessment, a monitoring service, a private support interface, or authority to change a system.\nAn article’s text is only part of its meaning. Its canonical identifier and URL, resource format, priority, topics, source name and URL, source date when available, publication date, review date, author, and affected or action context help a reader judge relevance and return to authority. Dropping those fields can make an accurate excerpt look like an unattributed or timeless instruction.\n\nDSE recommendation: integrate a traceable resource, not a detached paragraph\nBuild the consumer around the exact current schema and retain enough context for a person to inspect the original resource before acting.\n\nDefine the use and audience. State whether the integration powers a reader, search index, internal portal, notification, archive, analytics view, or AI retrieval workflow. Document who sees it, refresh expectations, allowed storage, and what decision it must never make automatically.\nRead the live contract. Retrieve the OpenAPI document, identify the documented route and parameters, note required and optional fields, pagination or limits, identifiers, error responses, and content types. Pin a tested interpretation in code while monitoring the live document for change.\nPreserve provenance. Store and display the canonical resource URL, source name and source URL, available source date, publication and review dates, resource format, priority, topics, author when present, and DSE recommendation boundary. Keep source facts distinguishable from DSE guidance.\nValidate every response. Enforce expected types and required fields, bound sizes, normalize dates without inventing precision, escape content for its destination, reject unsafe URLs or markup, and log schema violations. Do not silently replace a missing source with a guessed one.\nUse stable identity and update semantics. Key records using the documented stable identifier or canonical link rather than title text. Handle edits, review-date changes, removals, duplicates, pagination, retries, and partial refresh without publishing two conflicting versions.\nDesign responsible AI retrieval. Index provenance with content, cite the canonical article and official source, carry review and priority context into results, permission-trim any private enrichment outside this public feed, and require human review before consequential changes.\nMonitor and fail visibly. Track fetch success, latency, HTTP status, parse errors, schema drift, stale cache age, missing provenance, duplicate records, and broken canonical links. Show last successful refresh and preserve the previous known-good view rather than presenting incomplete content as current.\n\nSet a consumer stop condition. If the schema cannot be validated, provenance fields disappear, a refresh is materially stale, or identifiers conflict, the application should mark the affected view unavailable or outdated and alert its owner. It should not fabricate defaults, merge records by similar titles, or continue an automated decision with incomplete context.\nKeep a small contract-test fixture built from documented responses. Exercise empty results, optional fields, Unicode, long content, pagination boundaries, changed review dates, removed records, timeouts, rate or availability errors, and malformed responses. Run these tests before consumer releases and after a detected schema change.\nFactual boundary: Only fields and endpoints present in the live API and OpenAPI document should be treated as supported. The interface can evolve, and this article does not promise a particular service level, retention period, or field permanence. The public feed is informational and not customer-specific guidance.\nMeasure source-field preservation, schema-validation failures, refresh age, canonical-link integrity, duplicate rates, and integrations using undocumented routes. The desired result is portable guidance that remains attributable, reviewable, and connected to the page and authority from which it came.\n\nOfficial references\n\nDSE Updates, API v1 entry point.\nDSE Updates, API v1 OpenAPI document.",
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