Primitives

agentic-rag

Autonomous RAG where the AI agent controls retrieval — decides when to search, which sources to query, iterates on results.

ai-evaluation-suite

AI Evaluation Suite — groundedness, coherence, relevance, fluency, and safety scoring. Build evaluation pipelines with Azure AI Evaluation SDK.

ai-landing-zone

Azure AI Landing Zone — subscription vending, network topology, RBAC, policy enforcement.

ai-landing-zone-advanced

Advanced AI Landing Zone — multi-region deployment, private endpoints, Azure Firewall, DDoS protection, sovereign cloud patterns.

ai-observability

AI Observability — distributed tracing for LLM calls, token usage dashboards, latency monitoring, evaluation score tracking.

ai-search-portal

AI Search Portal — full-text and vector hybrid search with semantic ranking, faceted navigation, autocomplete.

anomaly-detection

Anomaly Detection — real-time and batch anomaly detection for time-series, metrics, and log data. Uses Azure AI Anomaly Detector, custom ML models.

architecture-patterns

Architecture Patterns — cloud design patterns, domain-driven design, microservices, event sourcing, CQRS.

azure-ai-services

Azure AI Services — OpenAI, AI Search, Document Intelligence, Language, Speech, Vision.

azure-containers

Azure Containers — AKS, Container Apps, Container Registry, and Dockerized deployment patterns. GPU workloads, KEDA autoscaling.

azure-data-services

Azure Data Services — Cosmos DB, SQL Database, Blob Storage, Data Explorer, and Redis Cache patterns. Schema design, partition strategies.

azure-identity-security

Azure Identity & Security — Managed Identity, Key Vault, RBAC, Conditional Access.

azure-infrastructure

Azure Infrastructure — landing zones, hub-spoke networking, private endpoints, Azure Policy, RBAC.

azure-messaging

Azure Messaging — Service Bus, Event Hubs, and Event Grid patterns for async communication, event sourcing.

azure-monitoring

Azure Monitoring — Application Insights, Log Analytics, KQL queries, alert rules, workbooks.

azure-serverless

Azure Serverless — Functions, Logic Apps, Event Grid, and Durable Functions patterns. Event-driven architectures with consumption-based scaling.

browser-automation

AI-driven web task execution using Playwright MCP and GPT-4o Vision — navigate websites, extract data, fill forms.

call-center-voice-ai

Call Center Voice AI — real-time speech-to-text, intent classification, sentiment analysis.

cicd-automation

CI/CD Automation — GitHub Actions, Azure DevOps pipelines, build matrices, deployment gates.

code-quality

Code Quality — automated code review, refactoring suggestions, dead code removal, complexity analysis.

content-moderation

Content Moderation — real-time text, image, and multi-modal content safety with Azure AI Content Safety. Includes severity scoring.

content-safety-toolkit

Content Safety Toolkit — Azure AI Content Safety integration, custom blocklists, severity thresholds, image moderation, prompt injection detection.

context-engineering

Context Engineering — maximize AI effectiveness with structured context, memory banks, knowledge wiring.

copilot-studio-bot

Copilot Studio Bot — custom copilot experiences with Microsoft Copilot Studio, Power Virtual Agents.