Primitives

sqlalchemy-waf

SQLAlchemy standards — async sessions, relationship mapping, migration with Alembic, connection pooling.

• reliability
• performance-efficiency

svelte-waf

Svelte 5 standards — runes, SvelteKit, TypeScript, and minimal-bundle patterns.

• performance-efficiency
• reliability

swift-mcp-development

Swift MCP server development — actors, Codable, async/await patterns.

• performance-efficiency
• reliability

swift-waf

Swift coding standards — actors for concurrency, Codable, async/await, SwiftUI, and value types over reference types.

• performance-efficiency
• reliability

tailwind-waf

Tailwind CSS v4 standards — utility-first, component extraction, responsive design, and dark mode patterns.

• performance-efficiency

taming-copilot-waf

Taming Copilot — prevent overreach, enforce constraints, verify before executing, undo patterns.

• security
• reliability

terraform-azure-waf

Terraform Azure standards — AVM modules, CALMS framework, modular design.

• operational-excellence
• security

terraform-waf

Terraform standards — latest providers, modular design, state safety, and secrets management.

• operational-excellence
• security
• reliability

testing-best-practices

Polyglot testing standards — unit, integration, and E2E testing patterns for AI applications. Covers pytest, Vitest, xUnit, Playwright, mock strategies for LLM APIs, evaluation pipelines, and CI/CD test gates.

• reliability
• operational-excellence

trpc-waf

tRPC standards — router design, middleware, error handling, type-safe API calls, input validation.

• reliability
• security

typescript-mcp-development

TypeScript MCP server development standards — @modelcontextprotocol/sdk patterns, Zod parameter schemas, McpServer class, stdio/SSE transports, and npm publishing for distribution.

• security
• reliability
• performance-efficiency

typescript-waf

TypeScript/JavaScript coding standards aligned with Azure WAF pillars — secure credential handling, async patterns, Zod validation, structured error handling, and production-ready testing with Vitest.

• security
• reliability
• performance-efficiency

uvicorn-waf

Uvicorn/ASGI standards — worker config, graceful shutdown, health checks, production settings.

• performance-efficiency
• reliability

vitest-waf

Vitest testing standards — ES2022, snapshot testing, coverage, and mock patterns for Node.js/TypeScript.

• reliability

winui3-waf

WinUI 3 standards — XAML, MVVM, Windows App SDK patterns.

• reliability
• performance-efficiency

wordpress-waf

WordPress development standards — hooks/filters, custom post types, security, and performance.

• security
• performance-efficiency

wpf-waf

WPF standards — MVVM, data binding, commands, styles, templates.

• reliability

xunit-waf

xUnit testing standards — Fact/Theory, FluentAssertions, and integration testing with WebApplicationFactory.

• reliability

zod-waf

Zod validation standards — schema design, type inference, transform, error messages, API input validation.

• security
• reliability

agent-chain-configure

Orchestrate builder, reviewer, and tuner agent handoffs for solution plays — define roles, model routing, token budgets, and quality gates

api-rate-limit-configure

Configure API rate limiting, APIM throttling, and retry behavior for AI endpoints — absorb bursts, isolate noisy tenants, and control 429 retries

app-insights-configure

Configure Application Insights, OpenTelemetry, and KQL dashboards for AI workloads — trace latency, token usage, failures, and cost signals

audit-log-implement

Implement immutable audit logging, PII redaction, and Sentinel monitoring for AI systems — preserve evidence, prove access history, and detect suspicious activity

azure-openai-setup

Set up Azure OpenAI deployments, RBAC, and monitoring — harden inference endpoints and control latency, quota, and cost