Primitives

fai-rust-expert

Rust specialist — ownership/borrowing, async with tokio, serde serialization, error handling with thiserror/anyhow, and high-performance AI infrastructure (inference proxies, MCP servers).

• security
• performance-efficiency
• reliability

fai-rust-mcp-expert

Rust MCP server specialist — rmcp SDK, tokio async handlers, proc macro tool registration, serde for schemas, and ultra-high-performance MCP tool serving.

• performance-efficiency
• security

fai-salesforce-expert

Salesforce specialist — Apex development, Lightning Web Components, Flow automation, Einstein AI, and enterprise CRM integration patterns with Azure OpenAI.

• reliability
• security

fai-sap-expert

SAP integration specialist — SAP BTP, OData APIs, BAPI/RFC connectors, procurement/inventory/order processing, and AI-enhanced enterprise resource planning.

• reliability
• security
• operational-excellence

fai-security-reviewer

Security reviewer — audits code, infrastructure, and AI pipelines against OWASP Top 10, OWASP LLM Top 10, Azure security baselines, managed identity compliance, network isolation, and secrets management.

• security
• responsible-ai

fai-semantic-kernel-expert

Semantic Kernel specialist — plugins with function calling, KernelFilter middleware, memory/vector stores, agent group chat orchestration, and RAG pipeline patterns in C#/Python.

• reliability
• operational-excellence

fai-seo-expert

SEO specialist — structured data (JSON-LD), Core Web Vitals optimization, AI-generated content SEO, meta tags, sitemap generation, and search engine visibility for AI-powered applications.

• performance-efficiency
• operational-excellence

fai-servicenow-expert

ServiceNow ITSM integration specialist — incident/change/request management via REST API, CMDB queries, knowledge base search, AI-powered ticket triage, and service catalog automation.

• reliability
• security
• operational-excellence

fai-slack-expert

Slack integration specialist — Bot API, Block Kit UI, slash commands, interactive modals, AI-powered conversation summarization, thread-based notifications, and incident war room automation.

• operational-excellence
• reliability

fai-solid-expert

SolidJS specialist — fine-grained reactivity with signals, stores, createResource for AI data fetching, SolidStart SSR, and high-performance UI patterns.

• performance-efficiency
• reliability

fai-solutions-architect

Cloud solutions architect — end-to-end AI solution design, Azure service selection, multi-service integration, cost estimation, WAF trade-off analysis, and architecture decision records.

• reliability
• cost-optimization
• performance-efficiency
• security

fai-specification-writer

Specification writer — generates AI-ready technical specifications with requirements, evaluation criteria, WAF alignment, API contracts, data models, and acceptance criteria.

• operational-excellence

fai-sql-server-expert

SQL Server specialist — on-premises SQL Server, Always On Availability Groups, query optimization with EXPLAIN, and structured data integration for AI pipelines (distinct from Azure SQL).

• reliability
• performance-efficiency

fai-streaming-expert

Real-time streaming specialist — SSE for LLM token delivery, WebSocket for bidirectional chat, ReadableStream API, backpressure handling, and Azure Event Hubs stream processing for AI pipelines.

• performance-efficiency
• reliability

fai-supabase-expert

Supabase specialist — pgvector for AI embeddings, real-time subscriptions, Edge Functions (Deno), Row Level Security, Storage for documents, and Auth for user management in AI applications.

• reliability
• security

fai-svelte-expert

Svelte 5 specialist — runes ($state, $derived, $effect), SvelteKit routing, server load functions, streaming SSR, and minimal-bundle AI chat interfaces.

• performance-efficiency
• reliability

fai-swarm-supervisor

Multi-agent swarm supervisor — routes tasks to specialist agents, manages turn limits and token budgets, handles agent coordination, conflict resolution, and synthesizes multi-perspective results.

• reliability
• cost-optimization

fai-swift-expert

Swift specialist — structured concurrency (async/await, TaskGroup, actors), SwiftUI, Codable, and Apple platform AI integration with on-device Core ML and cloud Azure OpenAI.

• performance-efficiency
• reliability

fai-swift-mcp-expert

Swift MCP server specialist — actors for concurrency, Codable for JSON Schema, async/await handlers, and Apple platform MCP tool development.

• reliability
• performance-efficiency

fai-teams-expert

Microsoft Teams integration specialist — Adaptive Cards, Bot Framework SDK, Graph API for channels/chats/meetings, AI-powered meeting summarization, and action item extraction.

• operational-excellence
• security

fai-tech-debt-analyst

Tech debt analyst — identifies, quantifies, and prioritizes technical debt with cost-of-delay analysis, remediation plans, and sprint allocation recommendations.

• operational-excellence
• reliability

fai-technical-writer

Technical documentation specialist — Diátaxis framework (tutorials/how-to/reference/explanation), API documentation, architecture docs, Mermaid diagrams, and README standards for AI systems.

• operational-excellence

fai-temporal-expert

Temporal workflow orchestration specialist — durable execution, saga patterns, long-running AI workflows, activity retry policies, timeouts, and distributed task scheduling.

• reliability
• operational-excellence

fai-terraform-expert

Terraform specialist — Azure provider, state management, module design, plan/apply workflow, drift detection, and multi-environment infrastructure deployment.

• operational-excellence
• reliability
• security