Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI mo
Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI (azd) workf
Fine-tune models on Azure AI Foundry using SFT (supervised), DPO (preference), or RFT (reinforcement with graders). Covers dataset preparation, training job sub
Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deploym
Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service,
Use to package a completed Zava Learning weekly governance audit (NSG / network security, RBAC / least-privilege, or cloud cost) into a single branded, download
Prepare an ama-logs release PR: bump the image tag (X.Y.Z) across Helm charts, manifests, and Dockerfiles, and add a formatted ReleaseNotes.md entry. Use when:
Check/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region selection. WHEN: "check quotas", "service limits", "c
Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and s
Migrate, classify, or validate Volunteer Engagement legacy Power Pages sites and customizations against Volunteer Engagement 2.0, the Portal-EDM React SPA on En
Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standar
Deploy and manage Azure infrastructure for the Physical AI Toolchain including Terraform IaC, Kubernetes setup, GPU configuration, and network topology
Uploads a finalized SARIF file to GitHub Advanced Security (GHAS) code scanning using the Sarif.Multitool publish-to-ghas verb, deriving the GitHub target, comm
Guidelines for producing accurate and maintainable documentation for the Aspire documentation site. Use when writing or updating user guides, integration docs,
Assess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides migration from
Deploy Discovery catalog agents end-to-end with one command: discover the agent, build and bind its tool when present, skip tool stages for agents without tools
Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment loc
Activates and provisions a Power Pages website in a Power Platform environment via the Power Platform REST API. Use when the user wants to activate, provision,
Exports a Dataverse solution containing Power Pages site components as a zip file, ready for deployment to another environment. Use when asked to: "export solut
Creates and configures web roles for a Power Pages code site. Web roles control access and permissions for site users, including authenticated and anonymous rol
Deploys an existing Power Pages code site to a Power Pages environment using PAC CLI. Handles tooling verification, authentication, environment confirmation, bu
NVIDIA NIM on AKS with GPU — vector embeddings and chat completions from SQL Server 2025 T-SQL using GPU-accelerated inference. Use when: deploying NIM containe
Surfaces PAC CLI upload errors and Dataverse async operation errors, pattern-matches against a known failure catalog, and optionally auto-fixes identified issue
Fast multi-perspective code review for regorus. Use for everyday code reviews. Reviews from 3 perspectives with calibrated severity and noise filtering.