Azure database postgresql

Azure Database for PostgreSQL Skill

This skill provides expert guidance for Azure Database for PostgreSQL. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g., L35-L120), use read_file with the specified lines. For categories with file links (e.g., [security.md](security.md)), use read_file on the linked reference file

IMPORTANT for Agent: If metadata.generated_at is more than 3 months old, suggest the user pull the latest version from the repository. If mcp_microsoftdocs tools are not available, suggest the user install it: Installation Guide

This skill requires network access to fetch documentation content:

• Preferred: Use mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.
• Fallback: Use fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.

Category Index

Category	Lines	Description
Troubleshooting	L37-L65	Diagnosing and fixing PostgreSQL issues: connectivity/TLS, HA, performance (CPU, memory, IOPS, slow queries, autovacuum), migrations/validation, extensions, capacity, and auth errors.
Best Practices	L66-L88	Performance, tuning, and migration best practices for Azure Database for PostgreSQL: query/store tuning, pooling, pgvector/AGE, maintenance, bulk load, replicas, and Oracle-to-PostgreSQL guidance.
Decision Making	L89-L106	Guidance on sizing, storage, scaling, networking, upgrades, and migration choices for Azure Database for PostgreSQL Flexible Server, including replicas, Private Link, and premigration checks.
Architecture & Design Patterns	L107-L117	Patterns for AI-powered apps and scalable data: using PostgreSQL with OpenAI (recommendations, semantic search) and designing/sharding multitenant, microservices, and real-time dashboard storage.
Limits & Quotas	L118-L142	Backup, storage, performance, and feature limits for Azure PostgreSQL, including PITR/restore behaviors, quotas, SSD tiers, replicas, and known migration or configuration constraints.
Security	L143-L174	Securing Azure Database for PostgreSQL: identity and access control, firewall/VNet, TLS, encryption, auditing, Defender, policies, and security best practices for flexible server.
Configuration	L175-L260	Configuring Azure Database for PostgreSQL Flexible Server: server parameters, extensions, logging/metrics, tuning (autovacuum, Query Store, planner), networking, replication, VS Code tools, and CLI-based management.
Integrations & Coding Patterns	L261-L287	Patterns and tools for integrating Azure PostgreSQL with AI/ML (Language, ML, LangChain, Foundry, MCP), SDK automation, migrations, Data Factory, vector search, and operational scripting.
Deployment	L288-L295	Guides for deploying and restoring Azure Database for PostgreSQL, including Azure Pipelines tasks and offline migrations from Aurora, RDS, and on-prem/VM PostgreSQL to flexible server.

Troubleshooting

Topic	URL
Run upgrade validation checks for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/how-to-run-upgrade-validation-checks
Resolve extension management errors on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/errors-extensions
Monitor and troubleshoot HA health for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/high-availability/how-to-monitor-high-availability
Resolve premigration validation error codes for PostgreSQL migration	https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/troubleshoot-error-codes
Use application conversion reports for validation	https://learn.microsoft.com/en-us/azure/postgresql/migrate/oracle-conversions-application/app-conversions-reports
Interpret Oracle-to-PostgreSQL schema conversion reports	https://learn.microsoft.com/en-us/azure/postgresql/migrate/oracle-conversions-schema/schema-conversions-reports
Use Query Performance Insight for PostgreSQL tuning	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-query-performance-insight
Use Query Store to troubleshoot PostgreSQL performance	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-query-store
Use autonomous tuning recommendations for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/monitor/how-to-get-apply-recommendations-from-autonomous-tuning
Troubleshoot TLS connection issues for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-tls-troubleshoot
Diagnose transient connectivity errors in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/concepts-connectivity
Monitor and tune autovacuum in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-autovacuum-tuning
Troubleshoot and tune autovacuum on PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-autovacuum-tuning-elastic-clusters
Diagnose and mitigate high CPU in PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-high-cpu-utilization
Troubleshoot high CPU in PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-high-cpu-utilization-elastic-clusters
Investigate and reduce high IOPS in PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-high-io-utilization
Troubleshoot high memory usage in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-high-memory-utilization
Diagnose slow queries on Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-identify-slow-queries
Diagnose slow-running queries on PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-identify-slow-queries-elastic-clusters
Resolve capacity errors when deploying or scaling Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-resolve-capacity-errors
Troubleshoot Azure CLI errors for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-troubleshoot-cli-errors
Troubleshoot connection issues to Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-troubleshoot-common-connection-issues
Troubleshoot Azure Storage extension errors in PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/troubleshoot-azure-storage-extension
Resolve 'Canceling statement due to conflict with recovery' on Azure Database for PostgreSQL read replicas	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/troubleshoot-canceling-statement-due-to-conflict-with-recovery
Fix password authentication failed errors in PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/troubleshoot-password-authentication-failed-for-user

Best Practices

Topic	URL
Optimize Apache AGE graph query performance on Azure	https://learn.microsoft.com/en-us/azure/postgresql/azure-ai/generative-ai-age-performance
Apply Azure Advisor recommendations to Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/concepts-azure-advisor-recommendations
Plan around maintenance for Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/concepts-maintenance
Apply PgBouncer connection pooling strategies on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/connectivity/concepts-connection-pooling-best-practices
Apply extension usage considerations on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/concepts-extensions-considerations
Optimize pgvector performance on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-optimize-performance-pgvector
Apply best practices for migrating to Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/best-practices-migration-service-postgresql
Follow best practices for Oracle app conversion	https://learn.microsoft.com/en-us/azure/postgresql/migrate/oracle-conversions-application/app-conversions-best-practices
Apply best practices for Oracle schema conversion	https://learn.microsoft.com/en-us/azure/postgresql/migrate/oracle-conversions-schema/schema-conversions-best-practices
Apply Oracle-to-Azure PostgreSQL migration best practices	https://learn.microsoft.com/en-us/azure/postgresql/migrate/oracle-migration/best-practices-oracle-to-postgresql
Understand autonomous tuning for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-autonomous-tuning
Use intelligent tuning for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-intelligent-tuning
Follow best practices for PostgreSQL Query Store	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-query-store-best-practices
Apply Query Store usage scenarios for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-query-store-scenarios
Create Azure PostgreSQL read replicas with performance guidance	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/how-to-create-read-replica
Bulk load data into Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-bulk-load-data
Optimize pg_stat_statements query stats on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-optimize-query-stats-collection
Use pg_repack to remove bloat on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-perform-fullvacuum-pg-repack
Tune pg_dump and pg_restore for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/troubleshoot/how-to-pgdump-restore

Decision Making

Topic	URL
Choose compute tiers for Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/compute-storage/concepts-compute
Plan Azure PostgreSQL deployments for optimal performance	https://learn.microsoft.com/en-us/azure/postgresql/compute-storage/concepts-optimal-performance
Select storage options for Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/compute-storage/concepts-storage
Plan and perform major version upgrades for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/concepts-major-version-upgrade
Use extended support for PostgreSQL flexible server versions	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/extended-support
Choose Azure PostgreSQL flexible server hosting option	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/overview-postgres-choose-server-options
Use premigration validations for Azure PostgreSQL migrations	https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/concepts-premigration-migration-service
Use pre-migration checklist for Oracle to Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/migrate/oracle-migration/best-practices-oracle-to-postgresql-checklist
Choose and configure Private Link for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/network/concepts-networking-private-link
Migrate Azure PostgreSQL from VNet injection to Private Endpoint	https://learn.microsoft.com/en-us/azure/postgresql/network/how-to-migrate-vnet-private-endpoint-capable-server
Promote Azure PostgreSQL read replicas to primary or standalone	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/concepts-read-replicas-promote
Promote Azure PostgreSQL read replica to standalone server	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/how-to-promote-replica-to-standalone
Switch Azure PostgreSQL read replica to primary role	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/how-to-switch-over-replica-to-primary
Choose scaling options for PostgreSQL flexible server resources	https://learn.microsoft.com/en-us/azure/postgresql/scale/concepts-scaling-resources

Architecture & Design Patterns

Topic	URL
Build recommendation systems with Azure PostgreSQL and OpenAI	https://learn.microsoft.com/en-us/azure/postgresql/azure-ai/generative-ai-recommendation-system
Implement semantic search with Azure PostgreSQL and OpenAI	https://learn.microsoft.com/en-us/azure/postgresql/azure-ai/generative-ai-semantic-search
Design microservices storage on PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/tutorial-microservices
Design multitenant apps with PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/tutorial-multitenant-database
Parallelize real-time dashboards with PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/tutorial-real-time-dashboard
Choose sharding models for PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/elastic-clusters/concepts-elastic-clusters-sharding-models
Select table types in PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/elastic-clusters/concepts-elastic-clusters-table-types

Limits & Quotas

Topic	URL
Backup retention and PITR behavior in PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/backup-restore/concepts-backup-restore
Manage and delete on-demand backups in PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/backup-restore/how-to-delete-backups
Restore deleted PostgreSQL flexible servers within retention window	https://learn.microsoft.com/en-us/azure/postgresql/backup-restore/how-to-restore-deleted-server
Geo-restore behavior and constraints for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/backup-restore/how-to-restore-paired-region
Migrate Azure PostgreSQL from SSD to SSDv2 via PITR	https://learn.microsoft.com/en-us/azure/postgresql/compute-storage/concepts-storage-migrate-ssd-to-ssd-v2
Understand Premium SSD limits for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/compute-storage/concepts-storage-premium-ssd
Use Premium SSD v2 performance for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/compute-storage/concepts-storage-premium-ssd-v2
Review capacity and functional limits for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/concepts-limits
Request quota increases for Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/how-to-request-quota-increase
Capacity and functional limits for PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/elastic-clusters/concepts-elastic-clusters-limitations
Configure maximum client connections in PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/elastic-clusters/how-to-network-elastic-clusters-default-maximum-connections
Review known issues and limitations of PostgreSQL migration service	https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/concepts-known-issues-migration-service
Review limitations of Oracle application conversion	https://learn.microsoft.com/en-us/azure/postgresql/migrate/oracle-conversions-application/app-conversions-limitations
Understand limitations of Oracle schema conversion tool	https://learn.microsoft.com/en-us/azure/postgresql/migrate/oracle-conversions-schema/schema-conversions-limitations
Check statistics collector parameter availability by version	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-statistics-query-index-statistics-collector
Understand archive recovery parameter availability in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-write-ahead-log-archive-recovery
Review recovery parameter availability by PostgreSQL version	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-write-ahead-log-recovery
Check recovery target parameter availability in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-write-ahead-log-recovery-target
Use read replicas in Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/concepts-read-replicas
Configure storage autogrow thresholds for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/scale/how-to-auto-grow-storage
Adjust storage performance tiers for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/scale/how-to-scale-storage-performance

Security

Topic	URL
Enable managed identity for Azure AI extension in PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/azure-ai/generative-ai-enable-managed-identity-azure-ai
Enable deletion protection with locks for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/how-to-enable-deletion-protection
Configure PostgreSQL extension connections and identities in VS Code	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/connections
Connect Data Factory to PostgreSQL via Private Link	https://learn.microsoft.com/en-us/azure/postgresql/integration/how-to-connect-data-factory-private-endpoint
Assign required permissions to run PostgreSQL migrations	https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/concepts-required-user-permissions
Configure firewall rules for Azure PostgreSQL public access	https://learn.microsoft.com/en-us/azure/postgresql/network/how-to-networking-servers-deployed-public-access-add-firewall-rules
Add Private Endpoint connections for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/network/how-to-networking-servers-deployed-public-access-add-private-endpoint
Create PostgreSQL server and firewall via Azure CLI	https://learn.microsoft.com/en-us/azure/postgresql/samples/sample-create-server-and-firewall-rule
Create PostgreSQL server with VNet rule via CLI	https://learn.microsoft.com/en-us/azure/postgresql/samples/sample-create-server-with-vnet-rule
Implement access control and roles in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-access-control
Configure pgaudit-based audit logging on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-audit
Apply Azure Policy to secure Azure PostgreSQL resources	https://learn.microsoft.com/en-us/azure/postgresql/security/security-azure-policy
Understand security and compliance for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/security/security-compliance
Configure data encryption keys for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-configure-data-encryption
Enable system-assigned managed identity for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-configure-managed-identities-system-assigned
Configure user-assigned managed identities for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-configure-managed-identities-user-assigned
Configure SCRAM authentication for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-connect-scram
Connect to Azure PostgreSQL using managed identities	https://learn.microsoft.com/en-us/azure/postgresql/security/security-connect-with-managed-identity
Use data encryption at rest in PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/security/security-data-encryption
Use Microsoft Defender for Cloud with Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-defender-for-cloud
Configure Microsoft Entra authentication for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-entra-configure
Define firewall rules for Azure PostgreSQL public endpoints	https://learn.microsoft.com/en-us/azure/postgresql/security/security-firewall-rules
Create and manage PostgreSQL users on Azure Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/security/security-manage-database-users
Configure managed identities for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/security/security-managed-identity-overview
Apply security best practices to Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/security/security-overview
Configure TLS versions and policies for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-tls
Set up TLS connections to Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-tls-how-to-connect
Update Java client certificates for Azure PostgreSQL TLS	https://learn.microsoft.com/en-us/azure/postgresql/security/security-update-trusted-root-java

Configuration

Topic	URL
Check supported PostgreSQL versions on Azure Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/concepts-supported-versions
Configure scheduled maintenance windows for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/how-to-configure-scheduled-maintenance
Provision Azure PostgreSQL servers using Bicep templates	https://learn.microsoft.com/en-us/azure/postgresql/development/create-server-bicep
Use advanced PostgreSQL connection options in VS Code	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/advanced-connection-options
Manage Azure PostgreSQL servers from VS Code	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/azure-server-management
Configure Copilot integration with PostgreSQL VS Code extension	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/copilot-integration
Understand MCP server tools in PostgreSQL VS Code extension	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/mcp-server
Use PostgreSQL VS Code extension commands	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/reference/commands
Keyboard shortcuts for PostgreSQL VS Code extension	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/reference/keyboard-shortcuts
Configure PostgreSQL VS Code extension settings	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/reference/settings
Enable azure_local_ai embeddings in PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/extensions/azure-local-ai
Azure PostgreSQL extensions by engine version	https://learn.microsoft.com/en-us/azure/postgresql/extensions/concepts-extensions-by-engine
Reference list of Azure PostgreSQL extensions	https://learn.microsoft.com/en-us/azure/postgresql/extensions/concepts-extensions-versions
Allow and manage extensions on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-allow-extensions
Configure Azure Storage extension for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-configure-azure-storage-extension
Create extensions on Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-create-extensions
Drop extensions safely on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-drop-extensions
Configure shared_preload_libraries on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-load-libraries
Update extensions on Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-update-extensions
Configure migration parameters for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/concepts-migration-parameters
Configure networking scenarios for PostgreSQL migration service	https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/how-to-network-setup-migration-service
Review and manage schema conversion output artifacts	https://learn.microsoft.com/en-us/azure/postgresql/migrate/oracle-conversions-schema/schema-conversions-review-tasks-artifacts
Configure adaptive autovacuum parameters in PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-adaptive-autovacuum
Configure and access logs for Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-logging
Configure metric alerts for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/monitor/how-to-alert-on-metrics
Configure and route PostgreSQL flexible server logs	https://learn.microsoft.com/en-us/azure/postgresql/monitor/how-to-configure-and-access-logs
Configure autonomous tuning parameters for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/monitor/how-to-configure-autonomous-tuning
Configure intelligent tuning settings for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/monitor/how-to-configure-intelligent-tuning
Configure and download PostgreSQL server and upgrade logs	https://learn.microsoft.com/en-us/azure/postgresql/monitor/how-to-configure-server-logs
Visualize PostgreSQL metrics and logs with Grafana dashboards	https://learn.microsoft.com/en-us/azure/postgresql/monitor/how-to-use-dashboards-with-grafana
Change private DNS zone for Azure PostgreSQL private access	https://learn.microsoft.com/en-us/azure/postgresql/network/how-to-networking-servers-deployed-vnet-integration-change-private-dns-zone
Understand configurable parameters in Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/parameters/concepts-parameters
List all server parameters in Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/parameters/how-to-parameters-list-all
List parameters with modified defaults in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/how-to-parameters-list-modified
List read-only dynamic parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/how-to-parameters-list-read-only
List read-write dynamic parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/how-to-parameters-list-read-write-dynamic
List read-write static parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/how-to-parameters-list-read-write-static
Revert all parameters to defaults in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/how-to-parameters-revert-all-default
Revert a single parameter to default in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/how-to-parameters-revert-one-default
Set parameter values in Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/parameters/how-to-parameters-set-value
Configure adaptive autovacuum parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-adaptive-autovacuum
Manage autonomous tuning parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-autonomous-tuning
Tune autovacuum parameters on Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-autovacuum
Configure other client connection defaults in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-client-connection-defaults-defaults
Set locale and formatting defaults for Azure PostgreSQL clients	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-client-connection-defaults-locale-formatting
Preload shared libraries via client defaults in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-client-connection-defaults-shared-library-preloading
Control client statement behavior parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-client-connection-defaults-statement-behavior
Configure authentication parameters for Azure PostgreSQL connections	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-connections-authentication-authentication
Adjust connection settings and max_connections in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-connections-authentication-connection-settings
Manage SSL connection parameters for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-connections-authentication-ssl
Tune TCP connection settings for Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-connections-authentication-tcp-settings
Configure customized options like azure_storage.blob_block_size_mb	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-customized-options
Set developer option parameters on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-developer-options
Configure error handling parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-error-handling
Manage file location parameters for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-file-locations
Use intelligent tuning parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-intelligent-tuning
Configure lock management parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-lock-management
Set log files and metrics parameters for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-log-files-metrics
Configure migration-related parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-migration
Configure PgBouncer connection pooling parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-pgbouncer
Apply preset option parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-preset-options
Control process title parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-process-title
Configure Query Store parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-query-store
Tune genetic query optimizer parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-query-tuning-genetic-query-optimizer
Configure planner cost constants like effective_cache_size	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-query-tuning-planner-cost-constants
Set planner method configuration parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-query-tuning-planner-method-configuration
Adjust planner options for query tuning in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-query-tuning-planner-options
Configure replication master server parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-replication-master-server
Manage primary server replication parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-replication-primary-server
Configure replication sending server slots in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-replication-sending-servers
Configure huge pages memory usage in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-resource-usage-memory
Configure max_wal_size for Azure PostgreSQL WAL checkpoints	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-write-ahead-log-checkpoints
Configure wal_buffers settings for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-write-ahead-log-settings
Configure virtual endpoints for Azure PostgreSQL read replicas	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/concepts-read-replicas-virtual-endpoints
Create virtual endpoints for Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/how-to-create-virtual-endpoints
Delete Azure PostgreSQL flexible server read replicas	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/how-to-delete-read-replica
Delete virtual endpoints in Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/how-to-delete-virtual-endpoints
View configured virtual endpoints in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/how-to-show-virtual-endpoints
Update virtual endpoints on Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/how-to-update-virtual-endpoints
List and update PostgreSQL server configurations via CLI	https://learn.microsoft.com/en-us/azure/postgresql/samples/sample-change-server-configuration
Monitor and scale PostgreSQL flexible server via CLI	https://learn.microsoft.com/en-us/azure/postgresql/samples/sample-scale-server-up-or-down
Enable and download PostgreSQL slow query logs via CLI	https://learn.microsoft.com/en-us/azure/postgresql/samples/sample-server-logs

Integrations & Coding Patterns

Topic	URL
Invoke Azure Language services from PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/azure-ai/generative-ai-azure-cognitive
Call Azure Machine Learning models from PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/azure-ai/generative-ai-azure-machine-learning
Use LangChain with Azure PostgreSQL vector database	https://learn.microsoft.com/en-us/azure/postgresql/azure-ai/generative-ai-develop-with-langchain
Integrate Azure PostgreSQL with Microsoft Foundry via MCP	https://learn.microsoft.com/en-us/azure/postgresql/azure-ai/generative-ai-foundry-integration
Integrate AI orchestration frameworks with Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/azure-ai/generative-ai-frameworks
Enable and configure pg_partman on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/how-to-use-pg-partman
Use Azure .NET SDK to manage PostgreSQL servers	https://learn.microsoft.com/en-us/azure/postgresql/development/create-server-dotnet-sdk
Use Azure Java SDK to manage PostgreSQL servers	https://learn.microsoft.com/en-us/azure/postgresql/development/create-server-java-sdk
Use Azure Python SDK to manage PostgreSQL servers	https://learn.microsoft.com/en-us/azure/postgresql/development/create-server-python-sdk
Migrate Oracle databases to PostgreSQL with VS Code	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/oracle-migration
GitHub Copilot Chat participants for PostgreSQL extension	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/reference/chat-participant
Use PostgreSQL Copilot tools in VS Code	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/reference/copilot-tools
MCP server definitions for PostgreSQL VS Code extension	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/reference/mcp-server
Enable and use DiskANN with Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-use-pgdiskann
Use pgvector for vector search on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-use-pgvector
Use Azure Storage extension function reference for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/reference-azure-storage-extension
Automate start/stop for PostgreSQL flexible servers	https://learn.microsoft.com/en-us/azure/postgresql/integration/create-automation-tasks
Connect Azure Data Factory to PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/integration/how-to-connect-data-factory
Use Data Factory copy activity with PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/integration/how-to-data-factory-copy-activity-azure
Run PostgreSQL scripts via Data Factory script activity	https://learn.microsoft.com/en-us/azure/postgresql/integration/how-to-data-factory-script-activity-azure
Use pg_dump and pg_restore with Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/migrate/how-to-migrate-using-dump-and-restore
Set up Azure CLI integration for PostgreSQL migration service	https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/how-to-setup-azure-cli-commands-postgresql
Migrate Oracle schemas to Azure PostgreSQL with Ora2Pg	https://learn.microsoft.com/en-us/azure/postgresql/migrate/oracle-migration/how-to-migrate-oracle-ora2pg

Deployment

Topic	URL
Use Azure Pipelines task for Azure PostgreSQL deployments	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/azure-pipelines-deploy-database-task
Offline migration from Amazon Aurora PostgreSQL to Azure flexible server	https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-aurora-offline
Offline migration from VM/on-prem PostgreSQL to Azure flexible server	https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-iaas-offline
Offline migration from Amazon RDS PostgreSQL to Azure flexible server	https://learn.microsoft.com/en-us/azure/postgresql/migrate/migration-service/tutorial-migration-service-rds-offline
Restore PostgreSQL flexible server to a point in time	https://learn.microsoft.com/en-us/azure/postgresql/samples/sample-point-in-time-restore