Nick

Implement large parallel workloads in Java with Azure Batch. Manage groups of computing machines, organize jobs and tasks, inspect progress and output, adjust computing capacity, and schedule recurring jobs using SDK examples.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Running many computing tasks in parallel
• Adjusting machine counts to match pending work
• Checking task progress, exit codes, and output

Manage Azure Machine Learning resources from Python with SDK v2. The skill provides implementation examples for registering data and models, configuring compute and environments, submitting training jobs, monitoring logs, and connecting steps into pipelines.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Submitting training jobs and monitoring logs
• Registering data and model versions
• Connecting preprocessing and training steps

Reconstruct how an AI coding agent produced a feature, pull request, or report using local ax records. Connect sessions, commits, skills, and tool activity into an evidence-based sequence with key decisions, checks, and a repeatable recipe.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Tracing how a shipped feature was built
• Reconstructing development from a commit
• Finding the workflow behind work done on a known date

Build real-time voice assistants in JavaScript or TypeScript using Azure AI Voice Live. Covers two-way audio streaming, authentication, speech turn detection, transcription events, and calling application functions during conversations in Node.js or browsers.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build a voice assistant in Node.js
• Stream microphone audio from a browser
• Configure speech boundaries and transcription events

Manage TypeScript application settings centrally with Azure App Configuration. Covers environment-specific settings, runtime refresh, and feature flags that control feature availability, plus Key Vault references and snapshots for preserving release configurations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Separating development and production settings
• Refreshing settings while an app is running
• Rolling out features to selected users or groups

Build Java applications that exchange live audio with AI assistants using Azure AI VoiceLive. The skill covers authentication, streaming sessions, speech detection, voice selection, transcription, and handling responses over WebSocket, a persistent two-way connection.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Implementing a real-time voice assistant in Java
• Configuring speech detection and interruptions
• Adding transcription and noise reduction

Implement Java workflows for Azure AI Foundry projects using SDK examples for authentication, connected resources, datasets, search indexes, and model evaluations. The skill also covers client setup, paginated resource lists, and error handling.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• List connected Azure resources
• Create or update search indexes
• Implement access to model evaluations

Build Python code for Azure Cosmos DB's NoSQL API to create, read, update, delete, and query documents. Covers authentication, containers for storing data, partition keys for distributing records, throughput settings, asynchronous operations, and error handling.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Implementing document operations in Python
• Writing parameterized queries for filtered searches
• Configuring containers, partition keys, and throughput

Examine hidden assumptions behind decisions, business ideas, or personal beliefs. Classify each premise, rank it by fragility and impact, and rebuild the conclusion from verified evidence, with concrete questions showing what to check first.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Examining assumptions behind a career change
• Testing the premises of a startup idea
• Questioning beliefs treated as obvious facts

Implement SMS notifications, verification code delivery, and bulk messaging in Java with Azure Communication Services. Covers authentication, asynchronous sending, per-recipient results, error handling, and delivery reports received through Azure Event Grid.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Sending verification codes by SMS
• Adding order notifications and alerts
• Sending the same message to multiple recipients

Follow guidance to create and operate Kubernetes clusters on Azure Kubernetes Service. Configure groups of worker machines, automatic scaling, networking, monitoring, identity integration, and upgrades, with command examples and Terraform configuration for repeatable setup.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Create an AKS cluster on Azure
• Add GPU or spot node pools and configure automatic scaling
• Connect monitoring, Key Vault, and Azure Container Registry

Create and manage persistent Azure AI agents from Java. Covers conversation threads that retain messages, agent execution, status checks, response retrieval, and cleanup, using preview SDK examples with guidance on authentication and cloud resource handling.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Building a Java app with reusable AI agents
• Managing conversation threads and messages
• Checking execution states and handling timeouts

Build real-time voice applications in Python with Azure AI Voice Live. Covers two-way audio streaming, transcripts, conversation history, and handling interruptions, with examples for authentication and configuring when the assistant responds.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build a voice assistant in Python
• Display transcripts during voice conversations
• Stop an audio response when the user interrupts

Build text and image checks in TypeScript with Azure AI Content Safety. The skill covers harmful content categories, severity scores, and custom text blocklists, with examples for authentication, error handling, and decisions about allowing content.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Implement harmful text checks for user posts
• Analyze images and retrieve category severity scores
• Create and maintain custom prohibited term lists

Helps implement centralized settings management in Java with Azure App Configuration. Covers environment-specific settings, feature flags that control feature availability, and snapshots that preserve settings at a particular point in time.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Manage settings separately for development and production
• Configure feature flags for gradual rollouts
• Preserve release settings in snapshots

Build Python features that identify a speaker’s intent and extract details such as names from conversation text using Azure. Get guidance on request structure, authentication, client cleanup, and exception handling.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding intent detection to a Python application
• Extracting names and other details from conversation text
• Structuring requests for ConversationAnalysisClient

Implement Azure Cosmos DB data operations in JavaScript or TypeScript with @azure/cosmos. Covers creating, querying, updating, and deleting documents, plus bulk operations, container setup, and checks that prevent concurrent changes from overwriting each other.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Implement document creation, retrieval, updates, and deletion
• Build filtered queries with pagination
• Process multiple document operations in bulk

Integrate harmful-content checks into Python applications using Azure AI Content Safety. Analyze text and images by category and severity, and manage custom text blocklists to help review user submissions or AI-generated content before display.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking user-submitted text for harmful content
• Analyzing harmful-content categories in uploaded images
• Reviewing AI-generated text before displaying it

Build Java applications that analyze images with Azure AI Vision. Covers image descriptions, OCR for reading text, object and person detection, content tags, and suggested crop regions, with examples for authentication and handling results.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding image descriptions to a Java application
• Extracting text from document images
• Detecting objects and people with their locations

Implement Python services for Azure Cosmos DB NoSQL with guidance for authentication, data models, database operations, and tests. Separate business logic from storage access, validate data access permissions, and use reusable templates for consistent implementation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding Cosmos DB storage to a FastAPI application
• Separating database access from business logic
• Configuring Azure and local emulator authentication

Build Python image analysis with Azure AI Vision to generate captions and tags, locate objects and people, and extract text using OCR, or optical character recognition. It also provides suggested crop regions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Generate image captions and content tags
• Extract text from images
• Locate objects and people in photos

Manage container images in Azure Container Registry using Python. Inspect repositories, tags, and image metadata, protect images from deletion, download image data, and identify older untagged images for cleanup.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Inspect image tags and metadata
• Protect production images from deletion
• Clean up older untagged images

Helps build AI agents in .NET with persistent conversation threads. Covers messages, execution status, streaming responses, document search, and custom function calls using Azure.AI.Agents.Persistent, with examples for creating agents and cleaning up resources.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build an AI assistant that retains conversation threads
• Answer questions using uploaded documents
• Connect an agent to custom functions

Implement shared authentication for Azure Communication Services in Java, including automatic renewal of access tokens, the credentials used to access services. It also guides handling identifiers for ACS users, phone numbers, and Microsoft Teams users.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Set up authentication for Chat or Calling clients
• Renew access tokens for long-running clients
• Handle ACS, phone number, and Teams user identifiers