Primitives

prompt-engineering

Prompt Engineering — chain-of-thought, few-shot, tree-of-thought, and meta-prompting patterns. Template management, dynamic prompt assembly.

prompt-management

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

python-fullstack

Python Full-Stack — FastAPI, Django, Flask, Pydantic, SQLAlchemy, pytest, and async patterns. Data science to web APIs with type safety.

python-mcp-development

Python MCP Development — build MCP servers in Python with FastMCP, asyncio, Pydantic models, type-safe tool schemas, and Azure Functions hosting.

responsible-ai

Responsible AI — content safety, bias testing, fairness metrics, transparency cards.

ruby-mcp-development

Ruby MCP Development — build MCP servers in Ruby with Rails integration, Rack middleware, Sorbet typing, and Bundler gem packaging.

rust-development

Rust Development — systems programming, zero-cost abstractions, async with Tokio, WASM targets.

rust-mcp-development

Rust MCP Development — build blazing-fast MCP servers in Rust with Tokio async runtime, RMCP SDK, WASM compilation, and zero-allocation tool handlers.

salesforce-integration

Salesforce Integration — Apex development, Lightning Web Components, SOQL optimization, Salesforce MCP connectors.

security-hardening

Security Hardening — OWASP Top 10, secrets scanning, dependency auditing, supply chain security, threat modeling.

swift-mcp-development

Swift MCP Development — build MCP servers in Swift with Vapor framework, SwiftUI tool previews, iOS/macOS native integration.

technical-documentation

Technical Documentation — API references, architecture guides, README generation, changelog automation, tutorials.

terraform-iac

Terraform IaC — module authoring, state management, workspace strategies, provider configuration.

testing-automation

AI-powered testing — unit test generation, integration testing, E2E with Playwright, AI evaluation pipelines.

typescript-fullstack

TypeScript Full-Stack — Next.js, React, NestJS, Prisma, Zod, Vitest, and end-to-end type safety. Modern web development with server components.

typescript-mcp-development

TypeScript MCP Development — build MCP servers in TypeScript with Node.js, Express/Fastify hosting, Zod schema validation, and npm package distribution.

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

backup-restore-ai

Back up AI data, vector indexes, and configuration state — recover prompts, conversations, and search assets after failures

bicep-module-create

Create reusable Bicep modules, parameter files, and registry packages — standardize Azure infrastructure and reduce deployment drift

canary-deploy-ai

Implement canary deployment, rollout gates, and rollback automation for AI changes — catch latency or quality regressions before full release