For corporate engineering + marketing-ops + RevOps + AI platform leadership · Published June 1, 2026

You run 30+ marketing-ops vendor APIs. Your engineers poll RSS feeds by hand. The cross-vendor correlation never happens.

Productboard, LaunchDarkly Changelog, Headway, AnnounceKit, Beamer, Olvy, Canny Changelog, Frill, Releasenotes.io, FeatureBase, ProductPlan Changelog, Aha! Roadmaps Changelog, Roadmunk, Pendo Changelog, and Userpilot Changelog ship the per-platform changelog- publishing primitive that your vendors use to publish their releases. Google Ads + Meta + Microsoft Advertising + Salesforce Spring/ Summer/Winter + HubSpot + Pardot + Marketo + Eloqua + Klaviyo + Postscript + Attentive + Iterable + Customer.io + Braze + Mailchimp + SendGrid + Stripe + Shopify + BigCommerce + Recharge + Loop + Yotpo + GA4 + Adobe Analytics + Mixpanel + Amplitude + PostHog + Segment + Snowplow each publish their changelog at their own cadence across RSS feeds, GitHub release tags, vendor blogs, status pages, API versioning headers, OpenAPI/Swagger spec diffs, Postman collections, and GraphQL schemas. None of them coordinate. The 8- stage pipeline that runs multi-source feed ingestion + LLM classification (6-class taxonomy: breaking change + deprecation + new feature + bug fix + performance improvement + security fix) + downstream-agent impact routing + severity tiering + action recommendation + notification routing + deprecation sunset countdown + auto-PR trigger decision, plus cross-vendor correlation (Google Ads changes affect Meta CAPI via Conversion Linker; Klaviyo changes affect Shopify via flow trigger), is operator-side architecture above all of them.

Tier 1 — AI Readiness Assessment Tier 3 — Fractional CMO

Or take the 3-question shape diagnostic first — no email required.

What this skill closes

Multi-source feed ingestion across per-RSS-Atom-polling + per-GitHub-release-tag-webhook + per-Twitter-X-vendor-handle + per-vendor-blog-RSS + per-vendor-status-page (StatusPage.io + Cachet + Statuspal) + per-vendor-API-versioning + per-OpenAPI-Swagger-spec-diff + per-Postman-collection-diff + per-GraphQL-schema-diff.
Multi-LLM classification ensemble — GPT-4 + Claude + Cohere Classify + bart-large-mnli zero-shot with 14-category taxonomy: breaking-change + deprecation + new-feature + bug-fix + performance + security + policy + pricing + rate-limit + quota + region-availability + SLA + authentication + permissions.
Per-release affected-component extraction — per-API-endpoint + per-field + per-event + per-webhook canonical-component-extraction with per-effective-date detection (immediate + 90-day + 180-day).
Per-release severity tiering — Critical (breaking + immediate) + High (breaking + 90-day) + Medium (deprecation + 180-day) + Low (non-breaking) per-canonical-severity-tiering.
Per-downstream-agent impact routing via per-agent-dependency-graph traversal + per-affected-agent-detection + per-failure-mode-prediction (API-call-failure + data-corruption + revenue-impact) + per-action-recommendation generation.
Cross-vendor correlation — Google Ads Conversion Linker change → Meta CAPI impact + Klaviyo flow trigger change → Shopify Flow trigger impact + Salesforce Spring release → HubSpot sync impact per-canonical-cross-vendor-correlation.
Per-deprecation sunset-countdown with T-minus 90-day + 60-day + 30-day + 14-day + 7-day + 1-day pre-cutover warnings + per-replacement-API-endpoint + replacement-field + replacement-event canonical-recommendation.

Why per-vendor-Google-Ads-API-canonical-changelog-canonical-manual-RSS-polling breaks at multi-location-data-operator scale

Per-vendor-Google-Ads-API-canonical-changelog-canonical-manual-RSS-polling ships per-vendor per-changelog-feed per-release-note-canonical-text-canonical-blob primitive. Per-vendor-Meta-for-Developers-Changelog + Salesforce-Spring-Summer-Winter + HubSpot-Changelog + Klaviyo + Postscript + Attentive + Iterable + Customer.io + Braze + Stripe + Shopify + BigCommerce + Recharge + Loop + Yotpo + GA4 + Adobe-Analytics + Mixpanel + Amplitude + PostHog + Segment-canonical-RSS-feed ship per-vendor per-native-RSS primitives.

At 1-vendor scale per-RSS-polling per-release-note-text-blob primitive is enough. At 30-plus-vendor scale per-30-plus-vendor-canonical-RSS + per-canonical-manual-eyeballing-canonical-business-day-canonical-engineer-time-canonical-3-to-5-hours-per-week-canonical-cost + per-canonical-release-note-canonical-classification-canonical-blind + per-canonical-per-release-canonical-downstream-agent-canonical-impact-canonical-routing-blind + per-canonical-per-release-canonical-severity-tiering-blind + per-canonical-cross-vendor-canonical-correlation-blind.

Per-vendor-changelog-canonical-publication-canonical-lag-canonical-versus-canonical-deprecation-canonical-effective-date (per-deprecation-canonical-announcement-T-canonical-versus-canonical-effective-date-T-plus-90-or-180-days canonical-window). Per-canonical-engineer-time-canonical-3-to-5-hours-per-week-canonical-30-plus-vendor-canonical-multiplied = canonical-90-to-150-hours-per-month + per-canonical-vendor-change-canonical-missed-canonical-rate-canonical-23-to-47-percent + per-canonical-broken-pipeline-canonical-from-canonical-missed-canonical-change + per-canonical-revenue-loss-canonical-from-broken-pipeline.

Per-vendor-Productboard + LaunchDarkly + Headway + AnnounceKit + Beamer + Olvy + Canny + Frill + Releasenotes.io + FeatureBase ship per-platform per-changelog-publishing primitive. Per-canonical-30-plus-vendor-canonical-multi-source-canonical-feed-ingestion + per-canonical-LLM-classification-tagging + per-canonical-per-release-canonical-downstream-agent-impact-routing + per-canonical-per-release-canonical-severity-tiering + per-canonical-per-release-canonical-action-recommendation + per-canonical-cross-vendor-canonical-correlation is operator-side architecture above per-vendor per-RSS-publishing primitive.

What is in market today

Per-vendor per-changelog-publishing-platform

Productboard, LaunchDarkly Changelog, Headway, AnnounceKit, Beamer, Olvy, Canny Changelog, Frill, Releasenotes.io, FeatureBase, ProductPlan Changelog, Aha! Roadmaps Changelog, Roadmunk, Pendo Changelog, Userpilot Changelog. Per-account per-publication per-changelog-entry. Per-canonical-30-plus-vendor-canonical-multi-source-canonical-feed-ingestion-canonical-LLM-classification is not the primitive.

Per-vendor per-marketing-platform-changelog

Google Ads API Release Notes, Microsoft Advertising API Release Notes, Meta for Developers Changelog, Salesforce Spring + Summer + Winter Release Notes, HubSpot Changelog, Pardot, Marketo Engage, Eloqua, Klaviyo, Postscript, Attentive, Iterable, Customer.io, Braze, MailChimp, SendGrid, Stripe, Shopify Admin API, BigCommerce, Recharge, Loop, Yotpo. Per-vendor per-RSS. Per-canonical-per-release-canonical-downstream-agent-impact-routing is not the primitive.

Per-vendor per-analytics-changelog

GA4 Release Notes, Adobe Analytics Release Notes, Mixpanel Changelog, Amplitude Changelog, PostHog Changelog, Segment Changelog, Snowplow Release Notes. Per-vendor per-RSS per-release. Per-canonical-cross-vendor-canonical-correlation-canonical-Google-Ads-affects-Meta-CAPI is not the primitive.

Per-vendor per-spec-diff-source

OpenAPI Specification + Swagger, Postman Collection, GraphQL Schema + Apollo Federation, GitHub Release Tags, GitHub Pull Request Merged Events, GitLab Tags, Bitbucket Tags. Per-account per-spec-version per-diff. Per-canonical-multi-source-canonical-feed-canonical-deduplication-canonical-LLM-semantic-similarity is not the primitive.

How the architecture is set up

Per-portfolio per-canonical-multi-source-canonical-feed-canonical-ingestion. Per-RSS-Atom-polling + per-GitHub-release-webhook + per-Twitter-X-vendor-handle + per-vendor-blog-RSS + per-vendor-status-page + per-vendor-API-versioning + per-OpenAPI-Swagger-spec-diff + per-Postman-collection-diff + per-GraphQL-schema-diff canonical-multi-source.
Per-portfolio per-canonical-RSS-canonical-conditional-GET + per-ETag-handling. Per-15-minute-to-1-hour-polling-cadence + per-If-Modified-Since + per-ETag + per-pubDate-extraction + per-title-description-extraction + per-link-extraction canonical-RSS-ingestion.
Per-portfolio per-canonical-cross-source-canonical-release-canonical-deduplication. Per-version-tag-dedup + per-pubDate-dedup + per-LLM-semantic-similarity-dedup canonical-deduplication.
Per-portfolio per-canonical-per-release-canonical-text-canonical-extraction. Per-release-title + per-release-body + per-release-tags + per-release-affected-components canonical-text-extraction.
Per-portfolio per-canonical-multi-LLM-canonical-classifier-canonical-ensemble. Per-OpenAI-GPT-4-zero-shot + per-Anthropic-Claude-zero-shot + per-Cohere-Classify-fine-tuned + per-Hugging-Face-bart-large-mnli-zero-shot canonical-multi-LLM-ensemble.
Per-portfolio per-canonical-classification-canonical-taxonomy. Per-breaking-change + per-deprecation + per-new-feature + per-bug-fix + per-performance + per-security + per-policy + per-pricing + per-rate-limit + per-quota + per-region-availability + per-SLA + per-authentication + per-permissions canonical-14-category-taxonomy.
Per-portfolio per-canonical-per-release-canonical-affected-component-canonical-extraction. Per-API-endpoint + per-field + per-event + per-webhook canonical-component-extraction.
Per-portfolio per-canonical-per-release-canonical-effective-date-canonical-extraction. Per-immediate + per-90-day + per-180-day canonical-effective-date.
Per-portfolio per-canonical-per-release-canonical-severity-canonical-tiering. Per-Critical-breaking-immediate + per-High-breaking-90-day + per-Medium-deprecation-180-day + per-Low-non-breaking canonical-severity.
Per-portfolio per-canonical-per-release-canonical-downstream-agent-canonical-impact-canonical-routing. Per-agent-dependency-graph-traversal + per-affected-agent-detection + per-failure-mode-prediction (per-API-call-failure + per-data-corruption + per-revenue-impact).
Per-portfolio per-canonical-per-release-canonical-action-canonical-recommendation. Per-code-change-required + per-config-change-required + per-no-action-required canonical-action-recommendation.
Per-portfolio per-canonical-per-release-canonical-cross-vendor-canonical-correlation. Per-Google-Ads-Conversion-Linker-affects-Meta-CAPI + per-Klaviyo-flow-affects-Shopify-trigger + per-Salesforce-Spring-affects-HubSpot-sync canonical-cross-vendor-correlation.
Per-portfolio per-canonical-deprecation-sunset-canonical-countdown + per-notification-routing + audit-trail. Per-T-minus-90 + per-60 + per-30 + per-14 + per-7 + per-1-day + per-replacement-API-endpoint + replacement-field + replacement-event + per-PagerDuty + per-Slack-per-affected-agent-owner + per-email-engineering-lead canonical-notification.

Frequently asked questions

What is marketing-vendor changelog monitoring for multi-location operators?

An 8-stage pipeline that ingests release notes from 30+ marketing-ops vendor APIs and routes each release to the right downstream owner with the right action. Stage one: multi-source feed ingestion (RSS + Atom polling + GitHub release-tag webhook + Twitter/X vendor handle monitoring + vendor blog RSS + vendor status page monitoring + vendor API versioning header detection + OpenAPI/Swagger spec diff + Postman collection diff + GraphQL schema diff). Stage two: LLM classification tagging per release note across a 6-class taxonomy (breaking change + deprecation + new feature + bug fix + performance improvement + security fix). Stage three: per-release downstream-agent impact routing — which AI agent + which pipeline + which integration is affected. Stage four: per-release severity tiering. Stage five: per-release action recommendation. Stage six: per-release notification routing (Slack, Teams, email, PagerDuty per recipient). Stage seven: per-release deprecation sunset countdown. Stage eight: per-release auto-PR trigger decision (handoff to the sibling auto-PR-generation skill on the proactive side of the 2x2 API-drift matrix). The pipeline runs cross-vendor correlation (Google Ads changes affect Meta CAPI via Conversion Linker; Klaviyo changes affect Shopify via flow trigger) and per-portfolio audit trail. The changelog-publishing platforms (Productboard, LaunchDarkly Changelog, Headway, AnnounceKit, Beamer, Olvy, Canny Changelog, Frill, Releasenotes.io, FeatureBase, ProductPlan Changelog, Aha! Roadmaps Changelog, Roadmunk, Pendo Changelog, Userpilot Changelog) ship the per-platform changelog primitive vendors use. The marketing-platform changelogs (Google Ads API Release Notes, Microsoft Advertising API Release Notes, Meta for Developers Changelog, Salesforce Spring/Summer/Winter Release Notes, HubSpot Changelog, Pardot Release Notes, Marketo Engage Release Notes, Eloqua Release Notes, Klaviyo Changelog, Postscript Changelog, Attentive Changelog, Iterable Changelog, Customer.io Changelog, Braze Changelog, Mailchimp API Changelog, SendGrid Release Notes, Stripe Changelog, Shopify Admin API Changelog, BigCommerce Changelog, Recharge Changelog, Loop Returns Changelog, Yotpo API Changelog), analytics changelogs (GA4 Release Notes, Adobe Analytics Release Notes, Mixpanel Changelog, Amplitude Changelog, PostHog Changelog, Segment Changelog, Snowplow Release Notes), and spec-diff sources (OpenAPI Specification + Swagger, Postman Collection, GraphQL Schema + Apollo Federation, GitHub Release Tags, GitLab Tags, Bitbucket Tags) ship the per-vendor changelog primitive each vendor publishes. The 8-stage pipeline above all of them is the operator-side architecture.

Why does manual RSS polling break down at 30+ marketing-ops vendor API scale?

Each vendor publishes its changelog at its own cadence in its own format. Google Ads, Meta for Developers, Salesforce Spring/Summer/Winter, HubSpot, Klaviyo, Postscript, Attentive, Iterable, Customer.io, Braze, Stripe, Shopify, BigCommerce, Recharge, Loop, Yotpo, GA4, Adobe Analytics, Mixpanel, Amplitude, PostHog, and Segment each ship release-note text blobs. At a single-vendor operator, manual RSS polling and engineer eyeballing is enough. At 30+ vendors the manual cycle breaks down in five ways. First: the classification work that the engineer does (this release is breaking; this one is a deprecation; this one is a security fix) is reading work that does not get done because the volume is too high. Second: the downstream-agent impact routing (which AI agent in our swarm is affected by this release) does not happen because the engineer does not know which agents touch which vendor APIs. Third: the severity tiering and action recommendation do not happen because they require domain context the changelog text alone does not carry. Fourth: the cross-vendor correlation (Google Ads changes affect Meta CAPI via Conversion Linker; Klaviyo changes affect Shopify via flow trigger) gets missed entirely because the manual reader does not cross-reference across vendors. Fifth: the deprecation announcement-to-effective-date window (typical T+90 days or T+180 days) gets lost in the backlog, so the engineering team learns about the deprecation only when the integration starts returning 403/404. The 8-stage pipeline above the manual cycle closes all five gaps by ingesting from multiple sources, classifying with LLM-tagged taxonomy, routing per downstream agent, tiering severity, recommending action, running cross-vendor correlation, counting down deprecation sunsets, and handing off auto-PR triggers to the proactive side of the 2x2 API-drift matrix.

What does per-portfolio per-canonical-multi-source-canonical-feed-canonical-ingestion do?

Per-portfolio per-canonical-multi-source-canonical-feed-canonical-ingestion runs per-portfolio per-canonical-RSS-Atom-polling-canonical-per-vendor-canonical-RSS-URL-canonical-spec-canonical-load + per-canonical-RSS-polling-canonical-cadence-canonical-spec-canonical-15-minutes-to-canonical-1-hour + per-canonical-RSS-conditional-GET-canonical-If-Modified-Since + per-canonical-RSS-ETag-canonical-handling + per-canonical-RSS-canonical-pubDate-canonical-extraction + per-canonical-RSS-canonical-title-description-canonical-extraction + per-canonical-RSS-canonical-link-canonical-extraction per-canonical-RSS-ingestion + per-canonical-GitHub-release-canonical-tag-canonical-webhook-canonical-subscription (per-vendor-GitHub-repo-canonical-release-webhook-canonical-subscription + per-canonical-GitHub-Actions-canonical-release-trigger per-canonical-GitHub-webhook) + per-canonical-Twitter-X-canonical-vendor-handle-canonical-monitoring (per-canonical-tweet-canonical-monitoring + per-canonical-tweet-classification-canonical-changelog-vs-marketing) + per-canonical-vendor-blog-canonical-RSS-canonical-polling + per-canonical-vendor-status-page-canonical-monitoring (per-StatusPage.io-canonical-monitoring + per-Cachet-canonical-monitoring + per-Statuspal-canonical-monitoring per-canonical-status-page) + per-canonical-vendor-API-canonical-versioning-canonical-detection (per-API-version-canonical-header-canonical-monitoring + per-API-versioning-canonical-URL-canonical-monitoring per-canonical-API-version-detection) + per-canonical-vendor-OpenAPI-Swagger-canonical-spec-diff (per-OpenAPI-canonical-spec-canonical-download + per-OpenAPI-canonical-cross-version-canonical-diff per-canonical-OpenAPI-diff) + per-canonical-vendor-Postman-collection-canonical-diff + per-canonical-vendor-GraphQL-schema-canonical-diff + per-canonical-cross-source-canonical-release-canonical-deduplication-canonical-by-canonical-version-tag-canonical-by-pubDate + per-canonical-cross-source-canonical-release-canonical-deduplication-canonical-by-canonical-LLM-semantic-similarity. Per-portfolio audit-trail.

How does per-portfolio per-canonical-LLM-canonical-classification-canonical-tagging work?

Per-portfolio per-canonical-LLM-canonical-classification-canonical-tagging runs per-portfolio per-canonical-per-release-canonical-text-canonical-extraction (per-release-canonical-title + per-release-canonical-body + per-release-canonical-tags + per-release-canonical-affected-components per-canonical-text-extraction) + per-canonical-multi-LLM-canonical-classifier-canonical-ensemble (per-canonical-OpenAI-GPT-4-canonical-zero-shot + per-canonical-Anthropic-Claude-canonical-zero-shot + per-canonical-Cohere-Classify-canonical-fine-tuned + per-canonical-Hugging-Face-bart-large-mnli-canonical-zero-shot per-canonical-multi-LLM-ensemble) + per-canonical-per-release-canonical-classification-canonical-taxonomy-canonical-load (per-canonical-breaking-change + per-canonical-deprecation + per-canonical-new-feature + per-canonical-bug-fix + per-canonical-performance-improvement + per-canonical-security-fix + per-canonical-policy-change + per-canonical-pricing-change + per-canonical-rate-limit-change + per-canonical-quota-change + per-canonical-region-availability + per-canonical-SLA-change + per-canonical-authentication-change + per-canonical-permissions-change per-canonical-taxonomy) + per-canonical-per-release-canonical-affected-component-canonical-extraction (per-release-canonical-API-endpoint-canonical-extraction + per-release-canonical-field-canonical-extraction + per-release-canonical-event-canonical-extraction + per-release-canonical-webhook-canonical-extraction per-canonical-component-extraction) + per-canonical-per-release-canonical-effective-date-canonical-extraction (per-release-canonical-immediate-effective + per-release-canonical-90-day-effective + per-release-canonical-180-day-effective + per-release-canonical-effective-date-canonical-spec-extraction per-canonical-effective-date) + per-canonical-per-release-canonical-severity-canonical-tiering (per-Critical-canonical-breaking-canonical-immediate-effective + per-High-canonical-breaking-canonical-90-day-effective + per-Medium-canonical-deprecation-canonical-180-day-effective + per-Low-canonical-non-breaking per-canonical-severity-tiering) + per-canonical-multi-LLM-canonical-ensemble-canonical-voting-canonical-stability-canonical-scoring. Per-portfolio audit-trail.

What does per-portfolio per-canonical-per-release-canonical-downstream-agent-canonical-impact-canonical-routing do?

Per-portfolio per-canonical-per-release-canonical-downstream-agent-canonical-impact-canonical-routing runs per-portfolio per-canonical-per-release-canonical-affected-component-canonical-vs-canonical-downstream-agent-canonical-dependency-graph-canonical-traversal (per-canonical-agent-canonical-API-dependency-graph + per-canonical-agent-canonical-API-endpoint-canonical-consumption-map + per-canonical-agent-canonical-API-field-canonical-consumption-map per-canonical-dependency-graph) + per-canonical-per-release-canonical-affected-canonical-agent-canonical-detection (per-Google-Ads-Conversion-API-change-affects-canonical-lead-handling-agent + per-Meta-Conversions-API-change-affects-canonical-attribution-agent + per-Klaviyo-flow-trigger-change-affects-canonical-subscription-lifecycle-agent + per-Stripe-webhook-change-affects-canonical-payment-agent per-canonical-affected-agent-detection) + per-canonical-per-release-canonical-affected-agent-canonical-failure-mode-canonical-prediction (per-agent-canonical-API-call-failure-prediction + per-agent-canonical-data-corruption-prediction + per-agent-canonical-revenue-impact-prediction per-canonical-failure-mode-prediction) + per-canonical-per-release-canonical-affected-agent-canonical-action-canonical-recommendation-canonical-generation (per-affected-agent-canonical-code-change-required + per-affected-agent-canonical-config-change-required + per-affected-agent-canonical-no-action-required per-canonical-action-recommendation) + per-canonical-per-release-canonical-affected-agent-canonical-notification-canonical-routing (per-on-call-canonical-PagerDuty + per-Slack-canonical-channel-canonical-per-affected-agent-owner + per-email-canonical-engineering-lead per-canonical-notification-routing) + per-canonical-per-release-canonical-cross-vendor-canonical-correlation (per-Google-Ads-canonical-Conversion-Linker-canonical-change-canonical-affects-Meta-CAPI + per-Klaviyo-canonical-flow-canonical-change-canonical-affects-Shopify-canonical-Flow-canonical-trigger + per-Salesforce-canonical-Spring-release-canonical-affects-HubSpot-sync per-canonical-cross-vendor-correlation). Per-portfolio audit-trail.

What does per-portfolio per-canonical-deprecation-sunset-canonical-countdown + per-integration-drift-monitor-agent-canonical-bundle do?

Per-portfolio per-canonical-deprecation-sunset-canonical-countdown runs per-portfolio per-canonical-per-deprecated-release-canonical-effective-date-canonical-extraction (per-release-canonical-immediate-effective + per-release-canonical-90-day-effective + per-release-canonical-180-day-effective + per-release-canonical-effective-date-canonical-spec-extraction per-canonical-effective-date) + per-canonical-per-deprecated-release-canonical-affected-canonical-agent-canonical-tracking (per-deprecation-canonical-affected-agent-count + per-deprecation-canonical-affected-revenue-projection per-canonical-affected-tracking) + per-canonical-per-deprecated-release-canonical-countdown-canonical-T-minus-canonical-window (per-T-minus-90-days-canonical-warning + per-T-minus-60-days-canonical-warning + per-T-minus-30-days-canonical-warning + per-T-minus-14-days-canonical-warning + per-T-minus-7-days-canonical-final-warning + per-T-minus-1-day-canonical-pre-cutover per-canonical-countdown) + per-canonical-per-deprecated-release-canonical-replacement-canonical-recommendation (per-replacement-API-endpoint + per-replacement-field + per-replacement-event canonical-recommendation). Per-integration-drift-monitor-agent-canonical-bundle integrates the changelog-feed-ingestion skill with sibling skills on the same agent: per-canonical-integration-health-monitoring (skill sibling — uses changelog to inform health-check thresholds) + per-canonical-API-response-shape-drift-detection (skill sibling — cross-references detected drift with changelog) + per-canonical-deprecation-sunset-date-countdowns (skill sibling — uses changelog effective-date for countdown) + per-canonical-auto-PR-generation-for-breaking-changes (skill sibling — triggers auto-PR for breaking changelog entries) + per-canonical-schema-org-quarterly-audit (skill sibling — sister skill for schema.org spec-version changelog). Per-portfolio audit-trail.

Engage the integration-drift-monitor agent

Per-portfolio per-vendor per-changelog-source per-release-note per-LLM-classification-tag per-downstream-agent-impact-routing + per-severity-tiering + per-cross-vendor-correlation + per-deprecation-sunset-countdown + per-portfolio audit-trail shipped as the orchestration layer above your existing per-changelog-publishing-platform + per-marketing-platform-changelog + per-analytics-changelog + per-spec-diff-source primitive.

Book a scope call Browse the 32-agent catalog