Development

A framework-agnostic discipline for type safety at the network edge: one typed API client, parse-don't-validate, a single response envelope, one ApiError type, and branded IDs.

A portable, framework-agnostic React/React Native architecture style: feature modules with page directories, barrel-only imports, server-vs-UI state split, and component-promotion rules.

React composition patterns that scale—compound components, lifted state, context interfaces, explicit variants over boolean props—plus React 19 API changes.

A portable SEO system for React/React-Native-web: one metadata source, canonical URLs, sitemap, robots, RSS, and typed JSON-LD structured data.

Deploys Python Flask, Django, or FastAPI code to Azure App Service Linux with smart defaults, creating the resource group, plan, and web app as needed.

Runs pre-deployment Azure readiness checks—IaC build, RBAC, managed identity, what-if—against the deployment plan, recording proof before allowing the validated status.

Assesses and automates Azure workload upgrades between plans, tiers, and SKUs, plus Java SDK modernization and Redis-to-AMR migrations, with idempotent staged steps.

Lists and finds Azure resources across subscriptions and resource groups using Azure Resource Graph KQL, including orphaned resources and tag audits.

Diagnoses Azure Event Hubs and Service Bus SDK problems—AMQP link errors, lock loss, idle timeouts, checkpoint resets—mapped to language-specific fixes.

Analyzes an Azure resource group and produces a detailed Mermaid architecture diagram plus a markdown report mapping resource relationships, networking, and identity.

Executes deployments for already-prepared apps (azd up/deploy, terraform apply, az deployment) with prerequisite checks, RBAC health verification, and built-in error recovery.

Scaffolds, modifies, and prepares GitHub Copilot SDK apps for Azure, auto-detecting @github/copilot-sdk markers and orchestrating prepare/validate/deploy with BYOM model config.

Assesses and migrates cross-cloud workloads to Azure (Lambda to Functions, Beanstalk/Heroku to App Service, Fargate/K8s to Container Apps) with reports and code conversion.

Router for Azure VM and VMSS tasks: recommend/compare/price sizes, create/provision, troubleshoot connectivity, manage capacity reservations, and Essential Machine Management.

Walks an existing AKS cluster from bare to a running AI model: verify cluster, install the AI Runway controller, assess GPUs, pick an inference provider, and deploy a first model.

Reference guidance for instrumenting ASP.NET Core, Node.js, and Python web apps with Azure Application Insights via auto-instrument or manual OpenTelemetry SDK setup.

Use when deploying or managing Kubernetes workloads.

Use when building real-time communication systems with WebSockets or Socket.IO.

Designs incremental migration strategies, identifies service boundaries, produces dependency maps and migration roadmaps, and generates API facade designs for aging codebases.

Use when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming.

Rigorously review code or pull requests for correctness, security, accessibility, maintainability, tests, and edge cases.

Create a release checklist and GitHub issue for an R package.

Implements advanced TypeScript type systems, creates custom type guards, utility types, and branded types, and configures tRPC for end-to-end type safety.

Generates test files, creates mocking strategies, analyzes code coverage, designs test architectures, and produces test plans and defect reports across functional, performance, and security testing di