Test local web applications with Playwright scripts using helper tools for server management and DOM inspection.
Build interactive 3D web experiences using Three.js, React Three Fiber, and Spline with performance optimization and accessibility.
Build production-grade LLM evaluation pipelines using direct scoring and pairwise comparison while mitigating systematic biases.
Build container-based hosted agents in Azure AI Foundry using ImageBasedHostedAgentDefinition with custom container images.
Build CLI tools safe for AI agents using 98 rules across JSON output, error handling, safety guardrails, and self-description standards.
Execute autonomous UI testing on Android emulators using ADB commands for interaction, verification, and visual regression.
Optimize Angular apps using Signals, OnPush detection, parallel data fetching, and bundle strategies for production performance.
Migrate AngularJS 1.x applications to Angular 2+ using hybrid apps, component conversion, and ngUpgrade with three strategic approaches.
Master Angular state management using Signals, NgRx, and RxJS with clear selection criteria and implementation patterns.
Build Angular components with loading states, error handling, and progressive disclosure using control flow and decision trees.
Build production Angular apps using Signals, Standalone Components, Zoneless architecture, SSR/Hydration, and reactive patterns.
Build complex, high-performance web animations using Anime.js timelines, staggering, and easing for DOM, CSS, and SVG elements.
Generate comprehensive API documentation from code including endpoints, parameters, examples, and error handling.
Build production-ready REST API endpoints with validation, authentication, error handling, and documentation following security best practices.
Deploy web apps with backend APIs, databases, and file storage to public URLs via HTTP API.
Deliver complete, compilable firmware and drivers for ARM Cortex-M microcontrollers with interrupt safety, DMA optimization, and memory barrier patterns.
Build zero-JS content websites using Astro's islands architecture, multi-framework components, and Markdown/MDX support.
Deploy containerized frontend + backend apps to Azure Container Apps using azd with Bicep infrastructure and idempotent provisioning.
Build persistent AI agents in .NET using Azure's low-level SDK for threads, messages, runs, and tool integration.
Build persistent AI agents in Java using Azure's low-level SDK with threads, messages, runs, and tool management.
Build Java applications detecting anomalies in time-series and multivariate data using Azure SDK with batch, streaming, and change-point analysis.
Extract text, tables, and structured data from documents using Azure's prebuilt and custom models.
Extract text, tables, and structured data from documents using Azure's prebuilt models via Java SDK.
Build NoSQL document CRUD operations in Rust using Azure Cosmos DB with authentication, querying, and global distribution.
Manage certificates in Azure Key Vault using Rust—create, import, retrieve, and delete with complete SDK examples.
Send custom logs to Azure Monitor via Data Collection Rules using the Java SDK with sync/async clients.
Send custom logs to Azure Monitor Log Analytics workspace using the Logs Ingestion API with Python SDK.
Configure Application Insights auto-instrumentation for Python apps with one-line setup and custom traces, metrics, logs.
Build Node.js/Express/TypeScript backends using layered architecture with mandatory error handling, validation, and observability patterns.
Reference essential Bash commands, piping, process management, and scripting patterns for macOS/Linux development.
Write defensive, production-grade Bash scripts with strict error handling, safe argument parsing, and comprehensive testing patterns.
Master Bevy's Entity Component System to build high-performance game logic using data-oriented patterns, queries, and parallel scheduling.
Transform raw ideas into validated designs via disciplined questioning and documented decision-making before implementation.
Systematically trace bugs from symptoms to root cause using evidence-based debugging techniques, then implement fixes and prevent regression.
Download and configure BusyBox on Windows to run Unix command-line tools natively.
Write production-grade C code with zero memory leaks, proper pointer management, and POSIX compliance.
Build reusable, production-grade AWS infrastructure using CDK patterns, L2/L3 constructs, and multi-stack applications in TypeScript, Python, or Java.
Build production Chrome Extensions using Manifest V3, service workers, content scripts, and secure message passing.
Provision temporary Postgres databases via Neon's pg.new API without signup, returning connection strings for immediate use.
Diagnose and resolve native messaging host conflicts between Claude.app and Claude Code CLI browser automation tools on macOS.
Apply Clean Code principles to review, refactor, and improve code quality across naming, functions, formatting, and architecture.
Deploy serverless functions to Cloudflare Edge with KV, D1, Durable Objects, and performance optimization.
Optimize CloudFormation templates with nested stacks, drift detection, and production-grade patterns for AWS infrastructure.
Conduct thorough code reviews systematically across functionality, security, performance, and maintainability with structured checklists.
Refactor code for clarity and maintainability while preserving functionality using project-specific best practices.
Build production REST API gateways for ComfyUI servers with job queuing, webhooks, caching, and auth.
Generate properly formatted conventional commits with Sentry conventions, issue references, and branch safety checks.