Primitives

fai-cost-tracker

Triggers on Stop (1 script)

fai-governance-audit

Triggers on UserPromptSubmit, SessionStart, Stop (3 scripts)

fai-license-checker

Triggers on Stop (1 script)

fai-output-validator

Triggers on Stop (1 script)

fai-pii-redactor

Triggers on Stop (1 script)

fai-secrets-scanner

Triggers on Stop (1 script)

fai-session-logger

Triggers on SessionStart, Stop, UserPromptSubmit (3 scripts)

fai-token-budget-enforcer

Triggers on SessionStart (1 script)

fai-tool-guardian

Triggers on PreToolUse (1 script)

fai-tool-observer

Triggers on PostToolUse (1 script)

fai-waf-compliance

Triggers on Stop (1 script)

ai-evaluation-suite

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

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.

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-safety-toolkit

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