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3 changes: 3 additions & 0 deletions hugo/content/en/actions/agents/_index.md
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Expand Up @@ -20,6 +20,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/bits-agent-builder/"
tag: "Blog"
text: "Introducing Bits Agent Builder: Build agentic workflows for alert response and remediation"
- link: "https://www.datadoghq.com/blog/work-management/"
tag: "Blog"
text: "Centralize human and agentic work with Datadog Work Management"
---

{{< callout url="https://www.datadoghq.com/product-preview/custom-agents-in-case-management/" btn_hidden="false" header="Work Management integration is in Preview" >}}
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6 changes: 6 additions & 0 deletions hugo/content/en/actions/workflows/_index.md
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Expand Up @@ -44,6 +44,12 @@ further_reading:
- link: "https://www.datadoghq.com/blog/datadog-agent-builder/"
tag: "Blog"
text: "Introducing Bits Agent Builder: Build agentic workflows for alert response and remediation"
- link: "https://www.datadoghq.com/blog/work-management/"
tag: "Blog"
text: "Centralize human and agentic work with Datadog Work Management"
- link: "https://www.datadoghq.com/blog/systemic-risk-ai-agents-datadog/"
tag: "Blog"
text: "From signals to systemic risk: Building Risk AI"
---

{{< vimeo url="https://player.vimeo.com/progressive_redirect/playback/852419580/rendition/1080p/file.mp4?loc=external&signature=fb7ae8df018e24c9f90954f62ff3217bc1b904b92e600f3d3eb3f5a9d143213e" poster="/images/poster/workflow_automation.png" >}}
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3 changes: 3 additions & 0 deletions hugo/content/en/data_observability/_index.md
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Expand Up @@ -8,6 +8,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/datadog-google-cloud-ai-stack/"
tag: "Blog"
text: "Evaluate, optimize, and secure your Google Cloud AI stack with Datadog"
- link: "https://www.datadoghq.com/blog/data-pipeline-monitoring/"
tag: "Blog"
text: "Data pipeline monitoring 101: Tracking health and performance across the data stack"
---

## Overview
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9 changes: 6 additions & 3 deletions hugo/content/en/data_streams/_index.md
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Expand Up @@ -14,6 +14,9 @@ further_reading:
- link: '/internal_developer_portal/catalog/'
tag: 'Documentation'
text: 'Catalog'
- link: "https://learn.datadoghq.com/courses/monitor-a-kafka-pipeline-with-dsm"
tag: "Learning Center"
text: "Monitor a Kafka Pipeline with Data Streams Monitoring"
- link: 'https://www.datadoghq.com/blog/data-streams-monitoring/'
tag: 'Blog'
text: 'Track and improve the performance of streaming data pipelines with Datadog Data Streams Monitoring'
Expand All @@ -29,9 +32,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/data-observability/"
tag: "Blog"
text: "Ensure trust across the entire data life cycle with Datadog Data Observability"
- link: "https://learn.datadoghq.com/courses/monitor-a-kafka-pipeline-with-dsm"
tag: "Learning Center"
text: "Monitor a Kafka Pipeline with Data Streams Monitoring"
- link: "https://www.datadoghq.com/blog/data-pipeline-monitoring/"
tag: "Blog"
text: "Data pipeline monitoring 101: Tracking health and performance across the data stack"
cascade:
algolia:
rank: 70
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9 changes: 6 additions & 3 deletions hugo/content/en/database_monitoring/_index.md
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Expand Up @@ -8,12 +8,12 @@ further_reading:
- link: "/database_monitoring/troubleshooting/"
tag: "Documentation"
text: "Troubleshooting"
- link: "https://dtdg.co/fe"
tag: "Foundation Enablement"
text: "Join an interactive session to level up your Database Monitoring"
- link: "https://learn.datadoghq.com/courses/database-monitoring"
tag: "Learning Center"
text: "Monitoring a Postgres Database with Datadog DBM"
- link: "https://dtdg.co/fe"
tag: "Foundation Enablement"
text: "Join an interactive session to level up your Database Monitoring"
- link: "https://www.datadoghq.com/blog/map-postgresql-explain-plan-nodes-to-sql-with-datadog/"
tag: "Blog"
text: "Diagnose slow PostgreSQL queries faster with explain plan correlation"
Expand Down Expand Up @@ -41,6 +41,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/datadog-database-research/"
tag: "Blog"
text: "How microservice architectures have shaped the usage of database technologies"
- link: "https://www.datadoghq.com/blog/data-pipeline-monitoring/"
tag: "Blog"
text: "Data pipeline monitoring 101: Tracking health and performance across the data stack"
algolia:
tags: ['database monitoring', 'dbm']
cascade:
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3 changes: 3 additions & 0 deletions hugo/content/en/experiments/concepts/cumulative_impact.md
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Expand Up @@ -15,6 +15,9 @@ further_reading:
- link: "/experiments/statistics/analysis_methods"
tag: "Documentation"
text: "Analysis Methods"
- link: "https://www.datadoghq.com/blog/two-ways-to-measure-cumulative-impact/"
tag: "Blog"
text: "Two ways to measure the cumulative impact of experiments"
---

## Overview
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6 changes: 6 additions & 0 deletions hugo/content/en/incident_response/work_management/_index.md
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Expand Up @@ -23,6 +23,12 @@ further_reading:
- link: "https://www.datadoghq.com/blog/datadog-service-management/"
tag: "Blog"
text: "Ensure high service availability with Datadog Service Management"
- link: "https://www.datadoghq.com/blog/work-management/"
tag: "Blog"
text: "Centralize human and agentic work with Datadog Work Management"
- link: "https://www.datadoghq.com/blog/systemic-risk-ai-agents-datadog/"
tag: "Blog"
text: "From signals to systemic risk: Building Risk AI"
algolia:
tags: ['inbox', 'work management', 'case management']
---
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Expand Up @@ -14,6 +14,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/forms-case-management-requests/"
tag: "Blog"
text: "Simplify request flows with Datadog Forms and Case Management"
- link: "https://www.datadoghq.com/blog/work-management/"
tag: "Blog"
text: "Centralize human and agentic work with Datadog Work Management"
---

## Overview
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Expand Up @@ -4,12 +4,12 @@ aliases:
- /service_management/case_management/view_and_manage/
- /incident_response/case_management/view_and_manage/
further_reading:
- link: "https://www.datadoghq.com/blog/datadog-risk-management"
tag: "Blog"
text: "How we centralize and remediate risks with Datadog Case Management"
- link: "incident_response/work_management/settings"
tag: "Documentation"
text: "Work Management settings"
- link: "https://www.datadoghq.com/blog/datadog-risk-management"
tag: "Blog"
text: "How we centralize and remediate risks with Datadog Case Management"
---

## Overview
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3 changes: 3 additions & 0 deletions hugo/content/en/llm_observability/_index.md
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Expand Up @@ -55,6 +55,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/llm-observability-at-datadog-nlq"
tag: "Blog"
text: "How we cut our NLQ agent debugging time from hours to minutes with LLM Observability"
- link: "https://www.datadoghq.com/blog/systemic-risk-ai-agents-datadog/"
tag: "Blog"
text: "From signals to systemic risk: Building Risk AI"

---

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3 changes: 3 additions & 0 deletions hugo/content/en/mcp_server/_index.md
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Expand Up @@ -28,6 +28,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/openai-datadog-ai-devops-agent/"
tag: "Blog"
text: "Datadog + OpenAI: Codex CLI integration for AI‑assisted DevOps"
- link: "https://www.datadoghq.com/blog/serverless-agentic-onboarding/"
tag: "Blog"
text: "Instrument serverless apps with agentic onboarding"
algolia:
tags: ["mcp", "mcp server"]
rank: 90
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9 changes: 6 additions & 3 deletions hugo/content/en/monitors/_index.md
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Expand Up @@ -11,12 +11,12 @@ further_reading:
- link: "/api/v1/monitors/"
tag: "Documentation"
text: "Datadog Monitors API"
- link: "https://dtdg.co/fe"
tag: "Foundation Enablement"
text: "Join an interactive session on creating effective monitors"
- link: "https://learn.datadoghq.com/courses/apm-monitors-and-alerting"
tag: "Learning Center"
text: "APM Monitors and Alerting"
- link: "https://dtdg.co/fe"
tag: "Foundation Enablement"
text: "Join an interactive session on creating effective monitors"
- link: "https://www.datadoghq.com/blog/monitoring-101-alerting/"
tag: "Blog"
text: "Monitoring 101: Alerting on what matters"
Expand All @@ -35,6 +35,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/how-to-audit-and-clean-up-monitors/"
tag: "Blog"
text: "How to audit and clean up monitors effectively"
- link: "https://www.datadoghq.com/blog/work-management/"
tag: "Blog"
text: "Centralize human and agentic work with Datadog Work Management"
Comment on lines +38 to +40

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Affinity: yellow — Work Management's own section is the home for this post. The Monitors landing page is a broader neighbor with 7 existing blog links. Accept this suggestion to drop the entry; dismiss it to keep.

Suggested change
- link: "https://www.datadoghq.com/blog/work-management/"
tag: "Blog"
text: "Centralize human and agentic work with Datadog Work Management"

- link: "https://app.datadoghq.com/release-notes?category=Alerting"
tag: "Release Notes"
text: "Check out the latest Datadog Alerting releases! (App login required)."
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3 changes: 3 additions & 0 deletions hugo/content/en/product_analytics/profiles/_index.md
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Expand Up @@ -5,6 +5,9 @@ further_reading:
- link: "/product_analytics/"
tag: "Documentation"
text: "Product Analytics"
- link: "https://www.datadoghq.com/blog/product-analytics-account-segments/"
tag: "Blog"
text: "Investigate account-level churn risk with Product Analytics account segments"
---

## Overview
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9 changes: 6 additions & 3 deletions hugo/content/en/real_user_monitoring/_index.md
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Expand Up @@ -9,12 +9,12 @@ further_reading:
- link: "/real_user_monitoring/application_monitoring/browser/data_collected/"
tag: "Documentation"
text: "RUM Browser Data Collected"
- link: "https://dtdg.co/fe"
tag: "Foundation Enablement"
text: "Join an interactive session to gain insights through Real User Monitoring"
- link: "https://learn.datadoghq.com/courses/intro-to-rum"
tag: "Learning Center"
text: "Intro to Real User Monitoring (RUM)"
- link: "https://dtdg.co/fe"
tag: "Foundation Enablement"
text: "Join an interactive session to gain insights through Real User Monitoring"
- link: "https://www.datadoghq.com/blog/ai-summaries-and-smart-chapters/"
tag: "Blog"
text: "Understand session replays faster with AI summaries and smart chapters"
Expand Down Expand Up @@ -57,6 +57,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/rum-product-analytics-bridging-teams"
tag: "Blog"
text: "From performance to impact: Bridging frontend teams through shared context"
- link: "https://www.datadoghq.com/blog/product-analytics-account-segments/"
tag: "Blog"
text: "Investigate account-level churn risk with Product Analytics account segments"
- link: "https://app.datadoghq.com/release-notes?category=Real%20User%20Monitoring"
tag: "Release Notes"
text: "Check out the latest Datadog RUM releases! (App login required)"
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Expand Up @@ -54,6 +54,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/cloud-security-oci"
tag: "Blog"
text: "Protect your OCI resources with Datadog Cloud Security"
- link: "https://www.datadoghq.com/blog/cisa-bod-26-04-vulnerability-prioritization/"
tag: "Blog"
text: "How CISA’s BOD 26-04 changes vulnerability prioritization"
algolia:
tags: ['csm', 'cloud security management', 'inbox']
cascade:
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Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/runtime-prioritization-engine/"
tag: "Blog"
text: "Prioritize security findings with the Datadog Runtime Prioritization Engine"
- link: "https://www.datadoghq.com/blog/cisa-bod-26-04-vulnerability-prioritization/"
tag: "Blog"
text: "How CISA’s BOD 26-04 changes vulnerability prioritization"
---

## Overview
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Expand Up @@ -16,6 +16,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/datadog-security/"
tag: "Blog"
text: "Securing the AI era: Outpace AI-powered attacks with unified security and observability"
- link: "https://www.datadoghq.com/blog/cisa-bod-26-04-vulnerability-prioritization/"
tag: "Blog"
text: "How CISA’s BOD 26-04 changes vulnerability prioritization"
---

{{< callout url=https://www.datadoghq.com/product-preview/runtime-prioritization-engine/
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6 changes: 6 additions & 0 deletions hugo/content/en/security/cloud_siem/_index.md
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Expand Up @@ -69,6 +69,12 @@ further_reading:
- link: "https://www.datadoghq.com/blog/detection-as-code-cloud-siem/"
tag: "Blog"
text: "Build, test, and scale detections as code with Datadog Cloud SIEM"
- link: "https://www.datadoghq.com/blog/data-pipeline-monitoring/"
tag: "Blog"
text: "Data pipeline monitoring 101: Tracking health and performance across the data stack"
Comment on lines +72 to +74

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Affinity: yellow — data pipeline monitoring isn't Cloud SIEM's subject, and this page already carries 21 blog links in further_reading. /data_observability is the specific home for this post. Accept this suggestion to drop the entry; dismiss it to keep.

Suggested change
- link: "https://www.datadoghq.com/blog/data-pipeline-monitoring/"
tag: "Blog"
text: "Data pipeline monitoring 101: Tracking health and performance across the data stack"

- link: "https://www.datadoghq.com/blog/work-management/"
tag: "Blog"
text: "Centralize human and agentic work with Datadog Work Management"
Comment on lines +75 to +77

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Affinity: yellow/incident_response/work_management is the specific home for this post and already links it. On a landing page with 21 existing blog links, a broader second home doesn't clear the bar. Accept this suggestion to drop the entry; dismiss it to keep.

Suggested change
- link: "https://www.datadoghq.com/blog/work-management/"
tag: "Blog"
text: "Centralize human and agentic work with Datadog Work Management"


---

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3 changes: 3 additions & 0 deletions hugo/content/en/security/code_security/_index.md
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Expand Up @@ -32,6 +32,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/using-llms-to-filter-out-false-positives/"
tag: "Blog"
text: "Using LLMs to filter out false positives from static code analysis"
- link: "https://www.datadoghq.com/blog/ai-native-sast-detect-llm-vulnerabilities/"
tag: "Blog"
text: "Detect vulnerabilities in LLM applications with Datadog’s AI-native SAST"
aliases:
- /code_analysis/
---
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Expand Up @@ -20,6 +20,9 @@ further_reading:
- link: "https://www.datadoghq.com/blog/sast-triage-agentic-evaluation-bits-memories/"
tag: "Blog"
text: "Reduce SAST false positives with agentic evaluation and Bits Memories"
- link: "https://www.datadoghq.com/blog/ai-native-sast-detect-llm-vulnerabilities/"
tag: "Blog"
text: "Detect vulnerabilities in LLM applications with Datadog’s AI-native SAST"
---

Static Code Analysis (SAST) uses AI to help automate detection, validation, and remediation across the vulnerability management lifecycle.
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3 changes: 3 additions & 0 deletions hugo/content/en/security/mcp_server.md
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Expand Up @@ -23,6 +23,9 @@ further_reading:
- link: "security/suppressions/"
tag: "Documentation"
text: "Suppressions"
- link: "https://www.datadoghq.com/blog/cisa-bod-26-04-vulnerability-prioritization/"
tag: "Blog"
text: "How CISA’s BOD 26-04 changes vulnerability prioritization"
algolia:
tags: ["mcp", "mcp server", "security", "security signals", "security findings", "detection rules", "suppressions", "ioc", "ioc explorer", "indicators of compromise"]
---
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7 changes: 7 additions & 0 deletions hugo/content/en/security/ticketing_integrations.md
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Expand Up @@ -28,6 +28,9 @@ further_reading:
- link: "/api/latest/security-monitoring/#create-cases-for-security-findings"
tag: "API"
text: "Ticketing integration API"
- link: "https://www.datadoghq.com/blog/work-management/"
tag: "Blog"
text: "Centralize human and agentic work with Datadog Work Management"
aliases:
- /security/cloud_security_management/review_remediate/jira
---
Expand Down Expand Up @@ -361,3 +364,7 @@ Users can also [create Jira issues for security findings][18] and [attach securi
[23]: /integrations/linear/
[24]: /incident_response/case_management/troubleshooting/
[30]: /security/assignee_management/

## Further reading

{{< partial name="whats-next/whats-next.html" >}}
24 changes: 15 additions & 9 deletions hugo/content/en/serverless/_index.md
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Expand Up @@ -8,21 +8,27 @@ aliases:
- /tracing/serverless_functions/datadog_apm
- /integrations/amazon_lambda/docs.datadoghq.com/serverless/
further_reading:
- link: "https://app.datadoghq.com/release-notes?category=Serverless"
tag: "Release Notes"
text: "Check out the latest Serverless releases! (App login required)."
- link: "https://www.datadoghq.com/state-of-serverless"
tag: "Blog"
text: "The State of Serverless"
- link: "/serverless/installation/"
tag: "Documentation"
text: "Installing Serverless monitoring"
- link: "https://www.datadoghq.com/blog/azure-container-apps/"
tag: "Blog"
text: "Monitor Azure Container Apps with Datadog"
- link: "https://dtdg.co/fe"
tag: "Foundation Enablement"
text: "Join an interactive session to learn more about serverless monitoring"
- link: "https://www.datadoghq.com/state-of-serverless"
tag: "Blog"
text: "The State of Serverless"
- link: "https://www.datadoghq.com/blog/azure-container-apps/"
tag: "Blog"
text: "Monitor Azure Container Apps with Datadog"
- link: "https://www.datadoghq.com/blog/serverless-agentic-onboarding/"
tag: "Blog"
text: "Instrument serverless apps with agentic onboarding"
- link: "https://www.datadoghq.com/blog/data-pipeline-monitoring/"
tag: "Blog"
text: "Data pipeline monitoring 101: Tracking health and performance across the data stack"
Comment on lines +26 to +28

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Affinity: yellow — the post fanned out to 9 pages; /data_observability and /data_streams are where a reader looking for pipeline monitoring lands. Serverless is adjacent, not a home. Accept this suggestion to drop the entry; dismiss it to keep.

Suggested change
- link: "https://www.datadoghq.com/blog/data-pipeline-monitoring/"
tag: "Blog"
text: "Data pipeline monitoring 101: Tracking health and performance across the data stack"

- link: "https://app.datadoghq.com/release-notes?category=Serverless"
tag: "Release Notes"
text: "Check out the latest Serverless releases! (App login required)."
cascade:
algolia:
rank: 70
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11 changes: 9 additions & 2 deletions hugo/content/en/serverless/aws_lambda/durable_functions.md
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Expand Up @@ -2,7 +2,10 @@

title: Monitoring AWS Lambda Durable Functions
description: Set up Datadog Serverless Monitoring for AWS Lambda Durable Functions.

further_reading:
- link: "https://www.datadoghq.com/blog/trace-aws-lambda-durable-functions/"
tag: "Blog"
text: "Trace AWS Lambda durable functions with Datadog"
---

Datadog provides full visibility into the metrics, logs, and traces for AWS Lambda Durable Function executions. In a single view, you can monitor your AWS Lambda Durable Functions alongside your other serverless compute services to spot bottlenecks and fix errors.
Expand Down Expand Up @@ -215,4 +218,8 @@ If you encounter an issue with the CloudFormation stack, open an issue in the [c
[7]: https://github.com/DataDog/datadog-lambda-extension
[8]: https://github.com/DataDog/cloudformation-template/tree/master/aws_durable_function_event_forwarder
[9]: /serverless/aws_lambda/logs/#enable-log-collection
[10]: /serverless/aws_lambda/managed_instances/
[10]: /serverless/aws_lambda/managed_instances/

## Further reading

{{< partial name="whats-next/whats-next.html" >}}
Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,9 @@ further_reading:
- link: 'serverless/custom_metrics/'
tag: 'Documentation'
text: 'Submitting Custom Metrics from Serverless Applications'
- link: "https://www.datadoghq.com/blog/trace-aws-lambda-durable-functions/"
tag: "Blog"
text: "Trace AWS Lambda durable functions with Datadog"
aliases:
- /serverless/datadog_lambda_library/nodejs/
- /serverless/guide/nodejs/
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6 changes: 6 additions & 0 deletions hugo/content/en/tracing/_index.md
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Expand Up @@ -26,6 +26,12 @@ further_reading:
- link: "https://www.datadoghq.com/blog/dbm-supabase/"
tag: "Blog"
text: "Monitor and optimize Supabase query performance with Datadog Database Monitoring"
- link: "https://www.datadoghq.com/blog/engineering/improving-apm-java-startup-with-a-prefix-trie/"
tag: "Blog"
text: "How we improved APM Java startup by encoding a prefix trie as a JVM constant"
- link: "https://www.datadoghq.com/blog/data-pipeline-monitoring/"
tag: "Blog"
text: "Data pipeline monitoring 101: Tracking health and performance across the data stack"
Comment on lines +32 to +34

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Affinity: yellow — same fan-out. APM and data pipelines are related, but the specific pages won this post, and this landing page already carries 8 blog links. Accept this suggestion to drop the entry; dismiss it to keep.

Suggested change
- link: "https://www.datadoghq.com/blog/data-pipeline-monitoring/"
tag: "Blog"
text: "Data pipeline monitoring 101: Tracking health and performance across the data stack"

- link: "https://app.datadoghq.com/release-notes?category=APM"
tag: "Release Notes"
text: "Check out the latest Datadog APM releases! (App login required)"
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