azure-database-postgresql

name	azure-database-postgresql
description	Expert knowledge for Azure Database for PostgreSQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using pgvector, query store, partitioning, VNet/Private Link, or CI/CD/Bicep for Azure PostgreSQL, and other Azure Database for PostgreSQL related development tasks. Not for Azure SQL Database (use azure-sql-database), Azure SQL Managed Instance (use azure-sql-managed-instance), SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines), Azure Cosmos DB (use azure-cosmos-db).
compatibility	Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata	{"generated_at":"2026-06-21","generator":"docs2skills/1.0.0"}

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-L62	Diagnosing and fixing Azure PostgreSQL issues: connectivity/TLS, auth, HA and replicas, migration/validation, extensions, autovacuum, performance (CPU/IOPS/memory/slow queries), and deployment errors.
Best Practices	L63-L79	Performance and migration best practices for Azure PostgreSQL: partitioning, pooling, pgvector, query store, bulk load, bloat cleanup, pg_dump/restore, and Oracle-to-PostgreSQL conversion.
Decision Making	L80-L94	Guidance on choosing Azure PostgreSQL tiers, versions, hosting, capacity and geo-replication, plus planning upgrades and pre-migration checks (including Oracle-to-Postgres).
Architecture & Design Patterns	L95-L105	Patterns for using Azure PostgreSQL (often with OpenAI) to build recommendation/semantic search apps, microservices, multitenancy, real-time dashboards, and sharded/elastic data architectures.
Limits & Quotas	L106-L127	Backup/restore, geo-restore, storage types/limits, performance tiers, quotas, max connections, elastic cluster limits, and migration/conversion limitations for Azure Database for PostgreSQL.
Security	L128-L159	Securing Azure Database for PostgreSQL: auth (Entra, SCRAM, RBAC, users), network (VNet, firewall, Private Link), TLS/SSL, encryption/keys, managed identities, auditing, and security policies.
Configuration	L160-L219	Configuring Azure Database for PostgreSQL servers: parameters, extensions, HA, networking, logging/monitoring, tuning (autovacuum, memory, WAL, connections), and deployment via CLI, ARM/Bicep, and VS Code.
Integrations & Coding Patterns	L220-L249	Patterns and code for integrating Azure PostgreSQL with AI/ML (Language, AML, LangChain, Foundry, orchestration), app SDKs (C#, Java, Python, Go, PHP), VS Code/Copilot, Data Factory, and migration tools.
Deployment	L250-L257	CI/CD deployment to Azure PostgreSQL, app integration (AKS/Django, Web Apps + VNet), flexible server Bicep provisioning, major upgrades, network migration, and point-in-time restore.

Troubleshooting

Topic	URL
Run upgrade validation checks for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/how-to-run-upgrade-validation-checks
Troubleshoot PostgreSQL extension management errors on Azure	https://learn.microsoft.com/en-us/azure/postgresql/extensions/errors-extensions
Interpret HA health states for Azure PostgreSQL servers	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
Troubleshoot TLS connection failures in 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
Use pg_partman to partition large tables on Azure	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/how-to-use-pg-partman
Apply connection pooling best practices for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/connectivity/concepts-connection-pooling-best-practices
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
Apply query store best practices in PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-query-store-best-practices
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 compute and storage for performance	https://learn.microsoft.com/en-us/azure/postgresql/compute-storage/concepts-optimal-performance
Plan and execute major version upgrades for Azure Database for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/concepts-major-version-upgrade
Decide on reserved capacity purchases for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/concepts-reserved-pricing
Select supported PostgreSQL versions on Azure Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/concepts-supported-versions
Apply Azure Database for PostgreSQL version policy	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/concepts-version-policy
Use extended support for Azure PostgreSQL versions	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/extended-support
Select Azure PostgreSQL hosting and deployment 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
Plan geo-replication for Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/read-replica/concepts-read-replicas-geo

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 data architecture with PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/tutorial-microservices
Design multitenant apps with Azure PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/tutorial-multitenant-database
Design 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 Azure PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/elastic-clusters/concepts-elastic-clusters-sharding-models
Select table types in Azure PostgreSQL elastic clusters	https://learn.microsoft.com/en-us/azure/postgresql/elastic-clusters/concepts-elastic-clusters-table-types

Limits & Quotas

Topic	URL
Understand backup and restore behavior for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/backup-restore/concepts-backup-restore
Recover deleted Azure PostgreSQL servers within retention window	https://learn.microsoft.com/en-us/azure/postgresql/backup-restore/how-to-restore-deleted-server
Perform geo-restore to paired regions for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/backup-restore/how-to-restore-paired-region
Understand storage limits for Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/compute-storage/concepts-storage
Migrate PostgreSQL flexible server SSD to SSDv2 with IOPS limits	https://learn.microsoft.com/en-us/azure/postgresql/compute-storage/concepts-storage-migrate-ssd-to-ssd-v2
Use Premium SSD storage with Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/compute-storage/concepts-storage-premium-ssd
Tune Premium SSD v2 storage performance limits	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
Review elastic cluster limits for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/elastic-clusters/concepts-elastic-clusters-limitations
Understand max 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
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 PostgreSQL flexible server	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
Increase storage size for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/scale/how-to-scale-storage-size

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 for Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/how-to-enable-deletion-protection
Configure private access and VNet for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/connectivity/quickstart-create-connect-server-vnet
Configure PostgreSQL extension connections and identities in VS Code	https://learn.microsoft.com/en-us/azure/postgresql/development/vs-code-extension/connections
Secure Data Factory–PostgreSQL connectivity 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 authentication parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-connections-authentication-authentication
Manage SSL connection parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-connections-authentication-ssl
Create PostgreSQL server and firewall via CLI	https://learn.microsoft.com/en-us/azure/postgresql/samples/sample-create-server-and-firewall-rule
Create PostgreSQL VNet rule with Azure CLI	https://learn.microsoft.com/en-us/azure/postgresql/samples/sample-create-server-with-vnet-rule
Configure role-based access for Azure Database for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-access-control
Configure pgaudit-based audit logging in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-audit
Apply Azure Policy to secure Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-azure-policy
Review security and compliance certifications for Azure PostgreSQL	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 connectivity 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
Understand data encryption for Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/security/security-data-encryption
Configure Microsoft Entra authentication for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-entra-configure
Configure firewall rules for Azure PostgreSQL public access	https://learn.microsoft.com/en-us/azure/postgresql/security/security-firewall-rules
Manage PostgreSQL database users on Azure flexible server	https://learn.microsoft.com/en-us/azure/postgresql/security/security-manage-database-users
Use managed identities with Azure PostgreSQL securely	https://learn.microsoft.com/en-us/azure/postgresql/security/security-managed-identity-overview
Secure Azure Database for PostgreSQL flexible servers	https://learn.microsoft.com/en-us/azure/postgresql/security/security-overview
Configure TLS requirements for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/security/security-tls
Configure TLS/SSL 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
Apply server configuration concepts for Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/concepts-servers
Deploy PostgreSQL flexible server 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
Deploy PostgreSQL elastic clusters using ARM templates	https://learn.microsoft.com/en-us/azure/postgresql/elastic-clusters/quickstart-create-elastic-cluster-arm-template
Deploy PostgreSQL elastic clusters using Bicep templates	https://learn.microsoft.com/en-us/azure/postgresql/elastic-clusters/quickstart-create-elastic-cluster-bicep
Configure retired azure_local_ai extension for in-database embeddings	https://learn.microsoft.com/en-us/azure/postgresql/extensions/azure-local-ai
Check available PostgreSQL extensions on Azure Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/extensions/concepts-extensions-by-engine
Allow and manage PostgreSQL extensions on Azure Flexible Server	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 PostgreSQL extensions on Azure flexible server	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-create-extensions
Drop PostgreSQL extensions on Azure flexible server	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-drop-extensions
Configure shared_preload_libraries on Azure PostgreSQL Flexible Server	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-load-libraries
Update PostgreSQL extensions on Azure flexible server	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-update-extensions
Configure and use DiskANN vector indexing in PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-use-pgdiskann
Enable and use pgvector for vector search in PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-use-pgvector
View installed PostgreSQL extensions and versions on Azure	https://learn.microsoft.com/en-us/azure/postgresql/extensions/how-to-view-installed-extensions
Configure high availability for Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/high-availability/how-to-configure-high-availability
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 for Azure Database for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-adaptive-autovacuum
Configure and access server logs in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-logging
Configure Azure Monitor workbooks for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/monitor/concepts-workbooks
Set up metric alerts for PostgreSQL in Azure	https://learn.microsoft.com/en-us/azure/postgresql/monitor/how-to-alert-on-metrics
Configure and access diagnostic logs for Azure Database for PostgreSQL flexible server	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 Azure Database for PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/monitor/how-to-configure-intelligent-tuning
Configure and download PostgreSQL and upgrade logs	https://learn.microsoft.com/en-us/azure/postgresql/monitor/how-to-configure-server-logs
Understand configurable parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/concepts-parameters
Reset all Azure PostgreSQL parameters to defaults	https://learn.microsoft.com/en-us/azure/postgresql/parameters/how-to-parameters-revert-all-default
Revert a single Azure PostgreSQL parameter to default	https://learn.microsoft.com/en-us/azure/postgresql/parameters/how-to-parameters-revert-one-default
Set Azure PostgreSQL flexible server parameters	https://learn.microsoft.com/en-us/azure/postgresql/parameters/how-to-parameters-set-value
Configure autonomous tuning parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-autonomous-tuning
Tune autovacuum parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-autovacuum
Configure other client default parameters in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-client-connection-defaults-defaults
Set locale and formatting defaults in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-client-connection-defaults-locale-formatting
Configure shared library preloading in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-client-connection-defaults-shared-library-preloading
Control client statement behavior in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-client-connection-defaults-statement-behavior
Configure connection settings and max_connections in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-connections-authentication-connection-settings
Tune TCP connection settings in Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-connections-authentication-tcp-settings
Configure customized PostgreSQL options on Azure flexible server	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-customized-options
Configure PgBouncer parameters on Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-pgbouncer
Tune planner cost constants on Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-query-tuning-planner-cost-constants
Configure replication sending server slots on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-replication-sending-servers
Configure memory and huge pages for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-resource-usage-memory
Configure WAL checkpoint size on Azure PostgreSQL flexible server	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-write-ahead-log-checkpoints
Configure WAL settings parameters for Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/parameters/parameters-write-ahead-log-settings
List and change PostgreSQL server configuration via CLI	https://learn.microsoft.com/en-us/azure/postgresql/samples/sample-change-server-configuration
Scale PostgreSQL server compute and storage via CLI	https://learn.microsoft.com/en-us/azure/postgresql/samples/sample-scale-server-up-or-down
Enable and download PostgreSQL server 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
Connect to Azure PostgreSQL from C# applications	https://learn.microsoft.com/en-us/azure/postgresql/connectivity/connect-csharp
Access Azure PostgreSQL using Go database drivers	https://learn.microsoft.com/en-us/azure/postgresql/connectivity/connect-go
Connect Java applications to Azure PostgreSQL with JDBC	https://learn.microsoft.com/en-us/azure/postgresql/connectivity/connect-java
Connect PHP applications to Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/connectivity/connect-php
Connect to Azure Database for PostgreSQL with Python	https://learn.microsoft.com/en-us/azure/postgresql/connectivity/connect-python
Provision PostgreSQL flexible server with .NET SDK	https://learn.microsoft.com/en-us/azure/postgresql/development/create-server-dotnet-sdk
Manage PostgreSQL flexible server via Java SDK	https://learn.microsoft.com/en-us/azure/postgresql/development/create-server-java-sdk
Create PostgreSQL flexible server using Python SDK	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
Use Azure Storage extension examples for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/quickstart-azure-storage-extension
Use Azure Storage extension function reference for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/extensions/reference-azure-storage-extension
Configure Azure Data Factory connector for PostgreSQL	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 script activity in Data Factory	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
Query and apply autonomous tuning recommendations in Azure Database for PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/monitor/how-to-get-apply-recommendations-from-autonomous-tuning

Deployment

Topic	URL
Deploy database updates via Azure Pipelines to Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/azure-pipelines-deploy-database-task
Use GitHub Actions to deploy changes to Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/how-to-deploy-github-action
Perform in-place major version upgrades on Azure PostgreSQL	https://learn.microsoft.com/en-us/azure/postgresql/configure-maintain/how-to-perform-major-version-upgrade
Migrate Azure PostgreSQL from VNet injection to private endpoints	https://learn.microsoft.com/en-us/azure/postgresql/network/how-to-migrate-vnet-private-endpoint-capable-server
Restore PostgreSQL flexible server to a point in time	https://learn.microsoft.com/en-us/azure/postgresql/samples/sample-point-in-time-restore