Add blog links to further_reading (week of 2026-09-03)

hugo/content/en/actions/agents/_index.md

@@ -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/build-datadog-workflows-ai-agents/"
+  tag: "Blog"
+  text: "Build and run Datadog workflows from Bits Chat or AI agents"
 ---
 
 ## Overview

hugo/content/en/actions/workflows/_index.md

@@ -44,6 +44,9 @@ 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/build-datadog-workflows-ai-agents/"
+  tag: "Blog"
+  text: "Build and run Datadog workflows from Bits Chat or AI agents"
 ---
 
 {{< vimeo url="https://player.vimeo.com/progressive_redirect/playback/852419580/rendition/1080p/file.mp4?loc=external&signature=fb7ae8df018e24c9f90954f62ff3217bc1b904b92e600f3d3eb3f5a9d143213e" poster="/images/poster/workflow_automation.png" >}}

hugo/content/en/cloud_cost_management/ai_costs.md

@@ -35,6 +35,12 @@ further_reading:
 - link: "https://www.datadoghq.com/blog/cloud-cost-skill-bits-chat/"
   tag: "Blog"
   text: "Answer any cost question faster with the Cloud Cost skill in Bits Chat"
+- link: "https://www.datadoghq.com/blog/how-datadog-saves-money-by-optimizing-ai-usage/"
+  tag: "Blog"
+  text: "How Datadog saves over $1 million each month by optimizing AI usage"
+- link: "https://www.datadoghq.com/blog/federal-agencies-ai-spend-cloud-cost-management/"
+  tag: "Blog"
+  text: "Beyond the $1 AI era: How federal agencies can build the evidence for FY27 renewals"
 ---
 
 

hugo/content/en/database_monitoring/bits_database_optimization.md

@@ -11,6 +11,9 @@ further_reading:
 - link: "/database_monitoring/connect_dbm_and_apm/"
   tag: "Documentation"
   text: "Correlate Database Monitoring and Traces"
+- link: "https://www.datadoghq.com/blog/how-bits-database-optimization-proves-a-query-rewrite-is-faster/"
+  tag: "Blog"
+  text: "How Bits Database Optimization proves a query rewrite is faster"
 ---
 
 <div class="alert alert-info">Bits Database Optimization is only available for PostgreSQL. To request support for another database management system, contact your Datadog representative or <a href="/help/">Datadog Support</a>.</div>

hugo/content/en/experiments/statistics/cuped.md

@@ -14,6 +14,9 @@ further_reading:
 - link: "/experiments/plan_and_launch_experiments"
   tag: "Documentation"
   text: "Plan and Launch Experiments"
+- link: "https://www.datadoghq.com/blog/cuped-adjustments-visualization/"
+  tag: "Blog"
+  text: "Visualize how CUPED adjusts experiment results with Datadog"
 ---
 
 ## Overview

hugo/content/en/llm_observability/improve/experiments/_index.md

@@ -29,6 +29,9 @@ further_reading:
   - link: "https://www.datadoghq.com/blog/llm-experimentation-autoresearch/"
     tag: "Blog"
     text: "How we made a SQL query optimization agent 59% more accurate using autoresearch and Agent Observability"
+  - link: "https://www.datadoghq.com/blog/from-traces-to-experiments-a-loop-for-improving-ai-agents/"
+    tag: "Blog"
+    text: "From traces to experiments: A loop for improving AI agents"
 ---
 
 {{< img src="llm_observability/experiments/Experiments_LLMO.png" alt="Agent Observability, Experiment view. Heading: 'Comparing 6 experiments across 9 fields'. Line graph visualization charting the accuracy, correctness, duration, estimated cost, and other metrics of various experiments." style="width:100%;" >}}

hugo/content/en/observability_pipelines/_index.md

@@ -72,6 +72,9 @@ further_reading:
 - link: https://www.datadoghq.com/blog/manage-metrics-cost-control-with-observability-pipelines
   tag: Blog
   text: Manage metric volume and tags in your environment with Observability Pipelines
+- link: "https://www.datadoghq.com/blog/tines-observability-pipelines-security-automation/"
+  tag: "Blog"
+  text: "Respond to security threats faster with Tines and Observability Pipelines"
 
 ---
 ## Overview

hugo/content/en/real_user_monitoring/application_monitoring/browser/build_plugins/action_name_deobfuscation.md

@@ -10,6 +10,9 @@ further_reading:
 - link: '/data_security/real_user_monitoring'
   tag: 'Documentation'
   text: 'RUM Data Security'
+- link: "https://www.datadoghq.com/blog/rum-build-time-privacy-allowlist/"
+  tag: "Blog"
+  text: "Reduce sensitive data exposure with build-time allowlists"
 - link: 'https://github.com/DataDog/build-plugins'
   tag: 'Source Code'
   text: 'Datadog Build Plugins GitHub Repository'

hugo/content/en/real_user_monitoring/application_monitoring/browser/tracking_user_actions.md

@@ -4,9 +4,6 @@ description: "Automatically track user interactions and custom actions in web ap
 aliases:
   - /real_user_monitoring/browser/tracking_user_actions/
 further_reading:
-    - link: 'https://www.datadoghq.com/blog/real-user-monitoring-with-datadog/'
-      tag: 'Blog'
-      text: 'Introducing Datadog Real User Monitoring'
     - link: '/real_user_monitoring/explorer/'
       tag: 'Documentation'
       text: 'Explore your views within Datadog'
@@ -19,6 +16,9 @@ further_reading:
     - link: "https://learn.datadoghq.com/courses/custom-data-rum-javascript"
       tag: "Learning Center"
       text: "Collect custom data with RUM for JavaScript web applications"
+    - link: 'https://www.datadoghq.com/blog/real-user-monitoring-with-datadog/'
+      tag: 'Blog'
+      text: 'Introducing Datadog Real User Monitoring'
 algolia:
   tags: ['user actions']
 ---

hugo/content/en/security/ai_guard/_index.md

@@ -16,6 +16,9 @@ further_reading:
 - link: "https://www.datadoghq.com/blog/securing-ai-agents-guardrail-placement/"
   tag: "Blog"
   text: "Securing AI agents: Why guardrail placement is a key design decision"
+- link: "https://www.datadoghq.com/blog/ai-agent-security-lessons/"
+  tag: "Blog"
+  text: "What we learned about AI agent security by monitoring our agents"
 ---
 
 {{< site-region region="gov,gov2" >}}<div class="alert alert-danger">AI Guard isn't available in the {{< region-param key="dd_site_name" >}} site.</div>

hugo/content/en/serverless/_index.md

@@ -20,6 +20,9 @@ further_reading:
 - link: "https://www.datadoghq.com/blog/azure-container-apps/"
   tag: "Blog"
   text: "Monitor Azure Container Apps with Datadog"
+- link: "https://www.datadoghq.com/blog/monitor-azure-functions-hosting-plans/"
+  tag: "Blog"
+  text: "Monitor Azure Functions across every hosting plan with Datadog"
 - link: "https://app.datadoghq.com/release-notes?category=Serverless"
   tag: "Release Notes"
   text: "Check out the latest Serverless releases! (App login required)."

hugo/content/en/source_code/_index.md

@@ -3,6 +3,10 @@ title: Source Code Integration
 description: "Set up the source code integration that integrates with APM to link your telemetry with your repositories, embed Git information into artifacts in your CI pipeline, and use source code management integrations to generate inline code snippets across Datadog."
 aliases:
   - /integrations/guide/source-code-integration/
+further_reading:
+- link: "https://www.datadoghq.com/blog/bitbucket-cloud-source-code-integration/"
+  tag: "Blog"
+  text: "Troubleshoot and secure your code faster with Datadog’s Bitbucket Cloud Source Code integration"
 ---
 
 ## Overview
@@ -20,3 +24,7 @@ Datadog's Source Code Integration allows you to connect your Git repositories to
     {{< nextlink href="source_code/resource-mapping" >}}Kubernetes resource mapping{{< /nextlink >}}
     {{< nextlink href="source_code/features" >}}Features of source code integration{{< /nextlink >}}
 {{< /whatsnext >}}
+
+## Further reading
+
+{{< partial name="whats-next/whats-next.html" >}}

hugo/content/en/tracing/live_debugger/_index.md

@@ -35,6 +35,9 @@ further_reading:
 - link: "https://www.datadoghq.com/blog/gitlab-source-code-integration"
   tag: "Blog"
   text: "Troubleshoot faster with the GitLab Source Code integration in Datadog"
+- link: "https://www.datadoghq.com/blog/live-debugger/"
+  tag: "Blog"
+  text: "Debug live production code without redeploying with Datadog Live Debugger"
 ---
 
 ## Overview