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Migrates AngularJS applications to Angular using hybrid mode, incremental component updates, and dependency injection modernization.

Guides optimal KPI dashboard design with metric selection, visualization best practices, and real-time monitoring patterns.

Creates and maintains Architecture Decision Records (ADRs) to document significant technical decisions in software development.

Manages monorepo structures using Turborepo, Nx, and pnpm for efficient multi-package development, build optimization, and dependency management.

Configures and optimizes Nx monorepo workspaces for efficient project boundaries, build caching, and affected command implementation.

Performs market sizing analysis including TAM, SAM, and SOM calculations for business opportunities and startups.

Provides testing utilities for Temporal workflows using pytest, including time-skipping and mocking for unit, integration, and replay tests.

Analyzes and bypasses anti-reversing techniques in protected binaries for authorized security analysis and debugging.

Generates and manages Helm chart scaffolding for Kubernetes application deployment, enabling reusable templated packaging of containerized applications.

Generates production-ready GitHub Actions workflows for automated testing, building, and deployment, streamlining CI/CD pipelines.

Manages task implementation via Conductor's TDD workflow, including phase checkpoints and git commit management.

Configures ShellCheck for static analysis of shell scripts to improve quality, fix issues, and ensure portability in infrastructure automation.

Guides on tracking and optimizing key startup metrics: CAC, LTV, unit economics, burn multiple, and Rule of 40 for SaaS and marketplace businesses.

Provides best practices for building production Apache Airflow DAGs with operators, sensors, testing, and deployment for data pipelines and workflow orchestration.

Designs microinteractions, motion transitions, and user feedback patterns to create polished, intuitive UI experiences.

Guides teams in conducting thorough, constructive code reviews to improve code quality, catch defects early, and enhance team collaboration without compromising morale.

Analyzes executable binaries via disassembly, decompilation, and control flow to identify security patterns and vulnerabilities.

Provides patterns for robust error handling across programming languages, including exceptions, Result types, and error propagation to enhance application resilience.

Constructs visual attack trees to map threat scenarios, identify security gaps, and communicate risks to stakeholders.

Builds robust backtesting frameworks for trading strategies, handling biases and transaction costs to validate algorithmic trading systems.

Enables memory-safe resource management using RAII, ownership, and smart pointers for Rust, C++, and C systems programming.

Modernizes React applications by migrating from class components to hooks, upgrading to latest React versions, and adopting concurrent features.

Provides comprehensive testing strategies for Python using pytest, fixtures, mocking, and TDD to ensure code quality and reliability.

Configures Static Application Security Testing (SAST) tools to automate vulnerability detection in application code, supporting DevSecOps implementation.