Primitives

model-serving-aks

Model Serving on AKS — GPU-accelerated inference, autoscaling with KEDA, model versioning, A/B deployment.

multi-agent-service

Multi-Agent Service — orchestrated agent teams with supervisor patterns, tool delegation, shared memory.

multi-agent-swarm

Deploy specialized AI agents that collaborate via supervisor, pipeline, and debate patterns — .

multi-modal-docproc

Multi-Modal Document Processing — combine OCR, vision, speech, and text analysis for complex document workflows. Extract structured data from PDFs.

power-platform

Power Platform AI integration — Power Apps code components, Power BI DAX and modeling, Power Automate flow design, Dataverse SDK patterns.

prompt-management

Prompt Management — version-controlled prompt templates, A/B testing, evaluation pipelines.

fai-mcp-ruby-scaffold

Scaffold a Ruby MCP server using the official SDK with tool handlers, resource capabilities, and error handling.

• Reliability
• Security
• Operational Excellence

fai-mcp-swift-scaffold

Generate a Swift MCP server for macOS/iOS with type-safe tool definitions, Codable serialization, and native integration.

• Performance Efficiency
• Reliability
• Security

fai-power-bi-dashboard

Design Power BI dashboards with KPIs, drill-through navigation, real-time streaming, and row-level security.

• Performance Efficiency
• Security
• Operational Excellence

fai-quality-playbook

Create quality playbooks with test requirements, performance benchmarks, release criteria, and rollback procedures.

• Reliability
• Operational Excellence
• Responsible AI