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Databases
premium
Failover
Failover is the process of moving an application, database, or service workload from a primary resource to a secondary resource when the primary is unavailable, unhealthy, or intentionally switched. Teams use it to keep a business service running by directing traffic, reads, writes, or recovery operations to a standby region, zone, replica, failover group, or disaster recovery target. It is not a backup by itself, a promise of zero data loss, automatic repair for every dependency, or proof that clients, DNS, identity, and downstream services will follow correctly.
Business continuity
intermediate
6 commands
Aliases: service failover, regional failover, database failover, planned failover, unplanned failover
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Databases
premium
Active geo-replication
Active geo-replication is an Azure SQL Database business-continuity feature that continuously replicates one primary database to a readable secondary database, often in another Azure region. It supports manual or programmatic geo-failover for individual databases and can also serve read-only workloads from the secondary.
Azure SQL continuity
advanced
5 commands
Aliases: Azure SQL active geo-replication, geo-secondary, geo-replica
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Migration
premium
Azure Site Recovery
Azure Site Recovery helps provide disaster recovery by managing replication, failover, and failback for supported workloads.
Disaster recovery
fundamentals
5 commands
Aliases: ASR, Azure Site Recovery, Azure disaster recovery, Site Recovery
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Databases
premium
Azure SQL active geo-replication
Azure SQL active geo-replication creates readable secondary databases in other regions for database-level disaster recovery and failover.
Azure SQL Database
intermediate
5 commands
Aliases: Azure SQL active geo-replication, SQL geo-replication, active geo-replication, geo-secondary database
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Databases
premium
Azure SQL failover group
Provide a stable listener endpoint for applications that must survive an Azure SQL regional failover.; Coordinate failover for several related user databases instead of managing each geo-replica separately.
Azure SQL Database
intermediate
5 commands
Aliases: Azure SQL failover group, SQL failover group, auto-failover group, failover group, geo-failover group
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Storage
premium
Backup policy
A backup policy defines when Azure Backup runs protection jobs and how long recovery points are retained for a protected workload.
Backup and recovery
intermediate
5 commands
Aliases: No aliases yet
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Databases
premium
Cosmos DB restore
Cosmos DB restore means the recovery operation that creates or rebuilds Cosmos DB resources from a supported backup point or restorable resource in Azure Cosmos DB. In plain English, it is the thing developers and operators check when they need to understand how data access really works. It connects the application model to business continuity, recovery drills, accidental-delete response, timestamp selection, and controlled cutover back to production. For a production team, it turns vague database talk into a specific thing to inspect in the portal, SDK code, templates, metrics, and incident notes.
Azure Cosmos DB
intermediate
4 commands
Aliases: No aliases yet
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Storage
verified
RA-GRS redundancy
RA-GRS, or read-access geo-redundant storage, replicates storage account data to a secondary region and allows read access to that secondary copy. It combines geo-redundant replication with a secondary endpoint applications can use when the primary region is unavailable or degraded.
Storage accounts
intermediate
5 commands
Aliases: read-access geo-redundant storage, read-access GRS, RA GRS
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Databases
complete
SQL active geo-replication
Microsoft Learn describes active geo-replication as a business continuity feature for Azure SQL Database that creates readable geo-secondary databases. If a regional disaster or large outage occurs, you can initiate geo-failover to a secondary database in another Azure region. promptly. quickly.
Azure SQL
intermediate
5 commands
Aliases: SQL active geo-replication, sql active geo replication, sql-active-geo-replication
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Databases
premium
Azure SQL Business Critical tier
Azure SQL Business Critical tier is a vCore service tier for OLTP workloads that need high transaction rates, low-latency I/O, and high resilience through isolated replicas.
Azure SQL Database
fundamentals
5 commands
Aliases: Azure SQL Business Critical tier, Business Critical tier, BusinessCritical, Premium-like vCore tier, SQL Business Critical
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Management and Governance
premium
Business unit tag
A business unit tag is an Azure resource tag that identifies which department, product line, cost center, or operating group owns a resource or its spend.
Tags and naming
fundamentals
4 commands
Aliases: No aliases yet
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Databases
premium
MySQL business critical compute
MySQL business critical compute means a higher-performance MySQL Flexible Server compute choice for sustained production workloads that need stronger capacity and headroom. You see it when teams support payment, commerce, SaaS, analytics, or other databases with predictable high concurrency and business deadlines. Think of it as premium database capacity selected from measured demand, not from fear or guesswork. It matters because the setting changes how teams design, secure, operate, and troubleshoot the workload. Before changing it in production, know the owner, dependency, evidence, expected result, and rollback path.
MySQL flexible server
fundamentals
4 commands
Aliases: No aliases yet
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Storage
learning-path-anchor
Sync group
A sync group is the container that tells Azure File Sync which cloud file share and which Windows Server folders should stay synchronized. Think of it as one file namespace with a hub in Azure and one or more on-premises or edge locations attached to it. If two groups represent different shares or business...
Files, queues, and tables
fundamentals
6 commands
Aliases: Azure File Sync group, file sync group, sync topology, storage sync group
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Management and Governance
learning-path-anchor
Tags
Tags are labels you attach to Azure things so people and tools can understand what they are for. A tag has a name and a value, such as Owner=DataPlatform or Environment=Prod. Tags do not make a virtual machine faster, secure a database, or change a web app setting. They make the estate easier to organize, report on, govern, and automate. Useful tags answer questions the business actually asks: who owns this, what does it support, what environment is it, and who pays for it?
Tags and naming
advanced
5 commands
Aliases: Azure tags, resource tags, name-value tags, Azure metadata tags
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Monitoring and Observability
learning-path-anchor
Telemetry events
Telemetry events are breadcrumbs that say something meaningful happened in an application. They are different from raw logs because they usually have a clear event name and structured properties. A checkout completed, a document uploaded, a feature flag changed, or a device registered can all be telemetry events. In Azure Monitor Application Insights, these events help teams understand behavior, investigate incidents, and measure product outcomes. Good events are intentional, consistently named, and tied to the que
Application data
advanced
5 commands
Aliases: event telemetry, custom events, Application Insights events, Azure Monitor events
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Databases
premium
Managed Instance failover group
Managed Instance failover group is a disaster-recovery relationship that lets databases in a SQL Managed Instance fail over to a paired managed instance. Teams use it when business-critical databases need cross-region continuity and a managed failover path. In plain English, it gives operators a named control for planned or emergency recovery with clearer listener, replication, and ownership evidence instead of leaving the decision hidden in a portal setting, script, or deployment file. Treat it as production-ready only when the owner, dependencies, permission boundary, monitoring signal, and rollback evidence are clear.
Azure SQL Managed Instance
intermediate
3 commands
Aliases: Managed Instance failover group, Azure SQL Managed Instance
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Databases
premium
Change feed processor
A database capability or setting in Azure Cosmos DB that helps teams store, query, scale, secure, and recover application data with clearer ownership, safety, and operational context.
Azure Cosmos DB
fundamentals
15 commands
Aliases: No aliases yet
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Storage
verified
Recovery point objective
Recovery point objective is documented by Microsoft as part of the Backup and recovery area in Azure.
Backup and recovery
intermediate
5 commands
Aliases: No aliases yet
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AI and Machine Learning
premium
Azure OpenAI
Azure OpenAI provides OpenAI model capabilities through Azure resources, deployments, identity, networking, quota, and monitoring controls.
Azure OpenAI
intermediate
8 commands
Aliases: Azure OpenAI Service
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AI and Machine Learning
premium
Scoring profile
A scoring profile is an Azure AI Search index setting that boosts ranking for matches that meet business rules. It can weight text fields or apply functions for freshness, distance, magnitude, or tags, and a query chooses one profile to influence returned order.
Azure AI Search
fundamentals
8 commands
Aliases: Azure AI Search scoring profile, search relevance profile, relevance scoring profile, scoringProfiles, boosting profile
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Databases
premium
Cosmos DB TTL
Cosmos DB TTL is the time-to-live setting that lets Cosmos DB automatically delete items after a configured number of seconds. It turns data expiration into a database policy instead of a manual cleanup job. You see it when containers store sessions, events, temporary search data, soft-delete markers, or records with explicit retention windows. The production check is whether container-level TTL, item overrides, change-feed behavior, and recovery expectations match the business retention rule. Document the decision in code, templates, metrics, and runbooks.
Azure Cosmos DB
intermediate
6 commands
Aliases: No aliases yet
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Storage
premium
Data Lake analytics workload
A production analytics workload that stores, transforms, governs, and serves large data sets from a data lake using Azure services such as ADLS Gen2, Data Factory, Databricks, Synapse, or Fabric.
Data Lake Storage
Intermediate
6 commands
Aliases: No aliases yet
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Storage
premium
Data Lake bronze layer
The raw ingestion layer in a lakehouse or medallion architecture where source data first lands with minimal transformation and strong traceability.
Data Lake Storage Gen2
Intermediate
6 commands
Aliases: No aliases yet
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Storage
premium
Data Lake curated zone
The governed, consumer-ready area of a data lake where cleaned, conformed, and documented datasets are served for reporting, analytics, AI, or downstream applications.
Data Lake Storage Gen2
Intermediate
6 commands
Aliases: No aliases yet
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Analytics
premium
Databricks catalog
The top-level Unity Catalog namespace that organizes schemas, tables, views, volumes, models, functions, permissions, lineage, and governed data ownership.
Azure Databricks
fundamentals
6 commands
Aliases: Unity Catalog catalog, Azure Databricks catalog, catalog object
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Databases
premium
Foreign key
A foreign key is a column or set of columns that links rows in one table to key values in another table and helps enforce referential integrity. Teams use it to keep child records such as orders, invoices, payments, devices, or claim lines tied to valid parent records instead of allowing orphaned data to silently enter the database. It is not an index by itself, a security boundary, a substitute for business validation, or an enforced guarantee in every Azure analytics engine that can store a declared relationship.
Relational database
intermediate
6 commands
Aliases: FK, foreign key constraint, referential constraint, SQL foreign key
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AI and Machine Learning
premium
Foundry Agent
A Foundry Agent is an AI agent built or hosted in Microsoft Foundry Agent Service with instructions, model selection, tools, knowledge, and runtime execution evidence. Teams use it to automate business tasks that require model reasoning, tool calls, enterprise knowledge, workflow steps, retrieval, approvals, and observable runs inside a governed Azure AI platform. It is not a magic autonomous worker, a security principal by itself, a replacement for process controls, or a safe production feature without tool permissions, evaluation, monitoring, and human escalation.
Microsoft Foundry
intermediate
6 commands
Aliases: Microsoft Foundry agent, Foundry Agent Service agent, AI agent in Foundry, agent service agent
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Integration
premium
Service Bus subscription
Service Bus subscription is a named receiver under a Service Bus topic. It behaves like a virtual queue: messages published to the topic are copied into the subscription when its rules match, and receivers read, lock, complete, defer, or dead-letter those subscription messages.
Messaging
fundamentals
6 commands
Aliases: Azure Service Bus subscription, topic subscription, Service Bus topic subscription, subscription entity
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Integration
premium
Service Bus topic
Service Bus topic is a publish-subscribe entity inside a Service Bus namespace. Publishers send one message to the topic, and matching subscriptions receive their own copies. Topics are used when several downstream systems need the same business event without coupling the publisher to every receiver.
Messaging
fundamentals
6 commands
Aliases: Azure Service Bus topic, Service Bus pub-sub topic, topic entity, broker topic
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Web
premium
Service Bus trigger
Service Bus trigger is an Azure Functions binding that starts function execution when a message arrives on a Service Bus queue or topic subscription. It connects the Functions runtime to Service Bus, supports queue, topic, and session scenarios, and uses app settings or identity-based connections for access.
Azure Functions
intermediate
6 commands
Aliases: Azure Functions Service Bus trigger, ServiceBusTrigger, Service Bus queue trigger, Service Bus topic trigger
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AI and Machine Learning
verified
Prompt flow
Prompt flow is a way to build and test an AI application as a flow instead of a single prompt. A flow can connect prompts, Python logic, tools, inputs, outputs, variants, and evaluation steps. In Microsoft Foundry classic and Azure Machine Learning, it helped teams prototype, debug, compare, deploy, and monitor LLM-based applications. In 2026, it is also a migration topic because Microsoft announced that feature development ended and full retirement is planned for April 20, 2027.
Azure Machine Learning
advanced
18 commands
Aliases: No aliases yet
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Containers
premium
AKS maintenance window
An AKS maintenance window is a planned maintenance configuration that controls when AKS starts certain cluster and node image upgrade operations. It helps teams align automatic upgrades and maintenance-sensitive changes with approved business windows, while Azure platform maintenance for underlying infrastructure remains separate.
AKS operations
Intermediate
5 commands
Aliases: Azure Kubernetes Service maintenance window, aks maintenance window
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DevOps
premium
Azure DevOps organization
The top-level Azure DevOps Services container that connects related projects, users, repositories, pipelines, artifacts, permissions, and organization settings.
Azure DevOps
fundamentals
5 commands
Aliases: Azure DevOps org
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Storage
premium
Azure file share
An Azure file share is a managed cloud share hosted by Azure Files. It behaves like a network file share, but Microsoft runs the storage service instead of your team maintaining file servers, disks, operating systems, and failover.
Files, queues, and tables
fundamentals
5 commands
Aliases: Azure Files share
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Management and Governance
premium
Azure Lighthouse
Azure Lighthouse enables secure delegated management of Azure resources across customer tenants, supporting service providers and central teams with scalable cross-tenant governance.
Delegated resource management
advanced
5 commands
Aliases: Lighthouse, delegated resource management, Microsoft Managed Services delegation
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Databases
premium
Azure SQL General Purpose tier
Azure SQL General Purpose tier is a vCore service tier for common workloads that need balanced compute and storage at budget-oriented pricing.
Azure SQL Database
fundamentals
5 commands
Aliases: Azure SQL General Purpose tier, GP tier, General Purpose tier, GeneralPurpose, SQL General Purpose
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Identity
premium
B2B collaboration
Microsoft Entra B2B collaboration lets organizations invite external users and business partners to access applications and resources while keeping control of corporate data and access policies.
External identities
fundamentals
5 commands
Aliases: No aliases yet
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AI and Machine Learning
premium
Confidence score
a model-provided certainty value that helps teams judge whether extracted fields, text, tables, or classifications should be accepted automatically or reviewed by a person
Document Intelligence
fundamentals
5 commands
Aliases: No aliases yet
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Analytics
premium
Data Factory pipeline
A logical grouping of Data Factory activities that performs a coordinated data movement, transformation, or control-flow process.
Data integration and orchestration
Intermediate
5 commands
Aliases: Data Factory pipeline, ADF pipeline, data factory pipeline
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Storage
premium
Data Lake gold layer
The Data Lake gold layer is the business-ready medallion layer where curated, aggregated, and governed data is published for analytics, reporting, and decision support.
Medallion lakehouse architecture
intermediate
5 commands
Aliases: gold layer, gold zone, curated business layer, trusted reporting layer
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Storage
premium
Data Lake partition folder
A Data Lake partition folder is a directory pattern, often key=value, that groups files by values such as date, region, tenant, or business domain for efficient reads.
Data Lake Storage Gen2
intermediate
5 commands
Aliases: partition folder, Hive-style partition folder, date partition folder, lake partition path
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AI and Machine Learning
premium
Document Intelligence custom model
A Document Intelligence custom model is a trained model built from representative labeled documents to extract fields from organization-specific document types.
Document Intelligence
intermediate
5 commands
Aliases: custom extraction model, custom neural model, custom template model, trained custom document model
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Integration
premium
Event Grid custom topic
Event Grid custom topic is a user-created Azure Event Grid topic that gives custom applications an endpoint for publishing business or application events. In Azure, it shows up when custom applications publish shipment, order, payment, device, or workflow events that subscribers need to process independently. Teams use it to review topic name, region, access keys or managed identity options, input schema, event subscriptions, filters, retry policy, dead-letter destination, and monitoring before changing production behavior. It is not an Azure system topic, Event Grid domain, Event Hub, or Service Bus topic.
Event routing
intermediate
5 commands
Aliases: Azure Event Grid custom topic, custom Event Grid topic
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Integration
premium
Event Grid delivery schema
Event Grid delivery schema is the event format Azure Event Grid uses when sending an event to a subscriber endpoint. In Azure, it shows up when publishers and handlers must agree on whether delivered events use Event Grid schema, CloudEvents v1.0, or a custom input schema shape. Teams use it to review event subscription delivery schema, publisher input schema, handler parser, API contract, sample payloads, validation tests, filters, and compatibility monitoring before changing production behavior. It is not the handler destination type, the event source, a JSON schema registry, or the business data model itself.
Event routing
intermediate
5 commands
Aliases: Event Grid event delivery schema, event delivery schema
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Integration
premium
Event Grid event handler
Event Grid event handler is the destination endpoint or Azure service that receives matching events from an Event Grid event subscription and acts on them. In Azure, it shows up when an event-driven workflow needs a function, logic app, webhook, queue, topic, event hub, storage queue, relay connection, or namespace topic to process events. Teams use it to review handler type, endpoint URL or resource ID, authentication method, validation handshake, managed identity permissions, retry behavior, dead-lettering, monitoring, and scaling plan before changing production behavior. It is not the event publisher, Event Grid topic, event schema, or the business event itself.
Event routing
fundamentals
5 commands
Aliases: Event Grid handler, Event Grid destination
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Web
premium
Event Hub trigger
An Event Hub trigger is an Azure Functions trigger binding that runs a function when events are available from an Azure Event Hub stream. Teams use it to process streaming events with serverless function code instead of running a dedicated worker service for every Event Hubs consumer workload. It is not the event hub itself, a producer, a capture archive, or a guarantee that downstream business processing completed successfully. In production, confirm the namespace, event hub, partitions, capacity, identity, network path, consumer group, checkpoint behavior, monitoring, and owner before treating the stream as safe.
Azure Functions
intermediate
5 commands
Aliases: Azure Functions Event Hub trigger, Event Hubs trigger, Event Hubs trigger binding
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Integration
premium
Event Hubs batch
An Event Hubs batch is a client-side group of events prepared for sending or processing together while respecting Event Hubs size, partition, and producer constraints. Teams use it to send or process multiple events efficiently instead of making every event a separate network operation. It is not an Azure resource, a Capture file, a partition, or a guarantee that every event in business logic was processed exactly once. In production, confirm the namespace, event hub, partitions, capacity, identity, network path, consumer group, checkpoint behavior, monitoring, and owner before treating the stream as safe.
Event Hubs
intermediate
5 commands
Aliases: Event Hubs event batch, EventDataBatch, batch send to Event Hubs
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Integration
premium
Event Hubs checkpoint
An Event Hubs checkpoint is a consumer-maintained record of progress, usually an offset or sequence number per partition, used to resume processing without rereading every event. Teams use it to remember how far a consumer has processed in each partition so stream processing can restart, scale, or fail over without losing its place. It is not the event data itself, a retention policy, a capture archive, or a guarantee that every downstream business action succeeded exactly once.
Event Hubs
intermediate
5 commands
Aliases: Event Hubs consumer checkpoint, Event Hubs offset checkpoint, EventProcessor checkpoint
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Integration
premium
Event Hubs consumer
An Event Hubs consumer is an application or service instance that reads events from partitions of an event hub through a consumer group. Teams use it to read and process events from an Event Hub stream for analytics, automation, storage, monitoring, or business applications. It is not a producer, a consumer group definition by itself, a Capture archive, or proof that the application processed events correctly. In production, confirm the namespace, event hub, partitions, capacity, identity, network path, consumer group, checkpoint behavior, monitoring, and owner before treating the stream as safe.
Event Hubs
intermediate
5 commands
Aliases: Azure Event Hubs consumer, Event Hubs reader, event stream consumer
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Integration
premium
Event Hubs consumer offset
An Event Hubs consumer offset is the position a consuming application uses to continue reading events within a specific partition, usually captured through checkpoint state. Teams use it to understand where a reader stopped, resumed, replayed, or skipped within a retained Event Hubs partition. It is not a global cursor for the whole event hub, a Service Bus dequeue count, or proof that downstream business processing succeeded. In production, confirm the namespace, event hub, partitions, identity, network path, consumer groups, checkpoints, metrics, owner, and rollback plan before treating the stream design as healthy.
Event Hubs
intermediate
5 commands
Aliases: consumer offset, Event Hubs reader offset, stream consumer position
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