Cloud

Apply IRQL graph functions to KQL or IRQL query results for Kusto Explorer visualization.

Plan, deploy, operate, and troubleshoot Azure Local (formerly Azure Stack HCI): sizing and prerequisites, Arc registration, lifecycle updates, workloads…

Plan, deploy, operate, and troubleshoot multi-rack (rack scale) deployments of Azure Local — preintegrated racks scaling to hundreds of machines, built on…

Azure Speech to Text REST API for short audio (Python).

Analyze actual Azure spend, bill changes, and AKS or AI costs.

Forecast Azure spend and price planned resources or workloads.

Govern Azure costs with budgets, alerts, tags, and policy restrictions.

Optimize existing Azure resources and analyze Reservations or Savings Plans.

Searches the Azure skills catalog and recommends installable agent skills by matching an Azure task to skill metadata and plugin installation guidance.

Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token…

Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration.

Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models.

Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants.

AWS and Terraform via loctl.

Deploy an Azure DocumentDB cluster (`Microsoft.DocumentDB/mongoClusters`) end-to-end — Bicep (primary), Azure CLI one-shot, Terraform, or portal.

Optimize MongoDB client connection configuration (pools, timeouts, patterns) for Azure DocumentDB.

Full-text search best practices for Azure DocumentDB using the `createSearchIndexes` command and `$search` aggregation stage — BM25 keyword scoring, fuzzy…

High availability, business-continuity, and disaster-recovery best practices for Azure DocumentDB — enabling in-region HA with availability zones (99.99%…

Index-type selection and shape guidance for Azure DocumentDB — when to use single-field, compound (ESR), multikey, wildcard, hashed, 2dsphere, TTL, and vector…

Guide users through installing and configuring the DocumentDB MCP server for Azure DocumentDB.

Generate read-only DocumentDB/MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents.

Horizontal sharding (partitioning) for Azure DocumentDB collections — when to shard vs stay single-shard, how to pick a shard key for read-heavy vs…

Storage configuration guidance for Azure DocumentDB — when and how to use Premium SSD v2 high-performance storage, IOPS/bandwidth caps that are gated by…

Vector search best practices for Azure DocumentDB using `cosmosSearch` — choosing between DiskANN / HNSW / IVF, creating indexes, tuning `lBuild` / `lSearch`…