Merge pull request #53733 from PhilKang0704/2026_3-Monthly-broken-links-fix-pk-656

2026_3-Monthly-broken-links-fix-pk-656

Author: prmerger-automator[bot]

learn-pr/wwl-data-ai/deploy-containers-azure-container-apps/includes/5-connect-to-registries.md

@@ -65,5 +65,5 @@ Registry authentication affects both security and reliability. You can use the f
 These resources help you verify the supported registry authentication options and understand the trade-offs for production deployments. Use the CLI reference to confirm the current parameters for registry configuration and managed identity support. Use the Azure Container Registry overview when you want more context on registry capabilities like role-based access control and image management.
 
 - [Azure CLI: az containerapp registry](/cli/azure/containerapp/registry)
-- [Azure Container Registry overview](/azure/container-registry/container-registry-overview)
+- [Azure Container Registry overview](/azure/container-registry/container-registry-intro)
 - [Azure Container Apps overview](/azure/container-apps/overview)

learn-pr/wwl-data-ai/manage-containers-azure-container-apps/includes/3-app-lifecycle-management.md

@@ -61,6 +61,6 @@ az containerapp revision list \
 
 Use these links to review how lifecycle actions fit into the broader Container Apps operational model. They're also useful when you build runbooks and want a single place to confirm current CLI syntax.
 
-- [Azure Container Apps manage applications](/azure/container-apps/manage)
+- [Azure Container Apps manage applications](/azure/container-apps/overview)
 - [Azure Container Apps revisions](/azure/container-apps/revisions)
 - [Azure CLI: az containerapp](/cli/azure/containerapp)

learn-pr/wwl-data-ai/manage-containers-azure-container-apps/includes/6-optimize-container-settings.md

@@ -42,4 +42,4 @@ This approach reduces the risk of masking the root cause and makes it easier to
 Use these resources to learn how scaling behaves in Container Apps and which settings influence replica counts. They also help you validate defaults and constraints for CPU, memory, and scaling policies.
 
 - [Azure Container Apps scale applications](/azure/container-apps/scale-app)
-- [Azure Container Apps manage applications](/azure/container-apps/manage)
+- [Azure Container Apps manage applications](/azure/container-apps/overview)

learn-pr/wwl-data-ai/optimize-vector-search-azure-database-postgresql/includes/2-tune-postgresql-pgvector.md

@@ -92,4 +92,4 @@ Effective tuning follows a systematic approach rather than random parameter chan
 
 - [Server parameters in Azure Database for PostgreSQL](/azure/postgresql/flexible-server/concepts-server-parameters)
 - [pgvector on Azure Database for PostgreSQL](/azure/postgresql/flexible-server/how-to-use-pgvector)
-- [Performance recommendations for Azure Database for PostgreSQL](/azure/postgresql/flexible-server/concepts-performance-recommendations)
+- [Performance recommendations for Azure Database for PostgreSQL](/azure/postgresql/configure-maintain/concepts-azure-advisor-recommendations)

learn-pr/wwl-data-ai/optimize-vector-search-azure-database-postgresql/includes/3-choose-configure-vector-indexes.md

@@ -97,5 +97,5 @@ Check index size and usage statistics to monitor index health. Query `pg_stat_us
 ## Additional resources
 
 - [pgvector indexing documentation](https://github.com/pgvector/pgvector#indexing)
-- [Indexing best practices for Azure Database for PostgreSQL](/azure/postgresql/flexible-server/how-to-optimize-performance-indexes)
+- [Indexing best practices for Azure Database for PostgreSQL](/azure/postgresql/monitor/concepts-autonomous-tuning)
 - [HNSW algorithm paper](https://arxiv.org/abs/1603.09320)

learn-pr/wwl-data-ai/optimize-vector-search-azure-database-postgresql/includes/4-optimize-data-layout.md

@@ -165,6 +165,6 @@ Partitioning adds complexity. Queries that span many partitions might be slower
 
 ## Additional resources
 
-- [Table partitioning in PostgreSQL](/azure/postgresql/flexible-server/concepts-table-partitioning)
+- [Table partitioning in PostgreSQL](https://www.postgresql.org/docs/current/ddl-partitioning.html)
 - [JSONB indexing strategies](https://www.postgresql.org/docs/current/datatype-json.html#JSON-INDEXING)
-- [Index types in PostgreSQL](/azure/postgresql/flexible-server/how-to-optimize-performance-indexes)
+- [Index types in PostgreSQL](https://www.postgresql.org/docs/current/indexes-types.html)