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Applies language-specific style rules and best practices to ensure consistent, production-grade code across various programming environments.
Captures, enriches, and manages application errors using Sentry to improve debugging and system observability.
Streamlines environment-specific Kubernetes configuration management using Kustomize overlays, strategic merge patches, and JSON transformations.
Implements elegant, declarative control flow and data destructuring using idiomatic Elixir pattern matching techniques.
Builds high-performance, scalable data input pipelines using the TensorFlow tf.data API to maximize training efficiency.
Implements advanced Scala type system features to build type-safe, flexible, and robust software architectures.
Master Ruby Behavior-Driven Development with expert guidance on RSpec structure, matchers, and testing best practices.
Maintains a structured, searchable library of technical blueprints and system documentation while preventing content duplication.
Automates the creation, configuration, and management of Helm charts for professional Kubernetes application deployment.
Implements modern C++ patterns and language features from C++11 through C++20 to improve code safety, performance, and expressiveness.
Manages and configures the full lifecycle of Kubernetes resources including deployments, services, networking, and storage.
Enforces KISS, YAGNI, and POLA principles to ensure clean, maintainable, and predictable codebases.
Optimizes Cypress end-to-end testing workflows with advanced CI/CD integration, parallelization, and media capture.
Guides the creation of robust, portable Bash scripts using modern best practices and safety standards.
Streamlines the development and configuration of custom Pylint checkers to ensure high-standard Python code quality.
Optimizes React Native applications by implementing best practices for list virtualization, memoization, image caching, and bundle size reduction.
Implements sophisticated Python testing patterns including custom markers, hooks, and coverage configurations for professional-grade Pytest suites.
Organizes and structures Ansible automation code into modular, reusable roles for professional configuration management.
Ensures shell scripts execute consistently across Linux, macOS, and POSIX-compliant environments.
Implements high-performance, cross-platform navigation for React Native Web using standardized React Navigation patterns.
Configures and manages Credo static analysis rules to maintain high-quality, consistent Elixir codebases.
Implements and configures iOS 17+ privacy manifests for CocoaPods libraries to ensure App Store compliance.
Optimizes and packages JavaScript and TypeScript code using Bun's high-performance build engine.
Implements core Behavior-Driven Development philosophy and the Three Amigos practice to bridge the gap between business and technical teams.
Standardizes SOP writing using RFC 2119 constraint keywords to ensure deterministic AI agent behavior and clear requirements.
Guides the creation of structured Gherkin scenarios and feature files for effective Behavior-Driven Development.
Implements sophisticated testing patterns, custom matchers, and performance optimizations for complex Jest test suites.
Models database entities in Elixir by defining Ecto schemas, complex associations, and embedded data structures.
Optimizes Jest testing environments through expert configuration of setup files, module resolution, and project organization.
Prioritizes technical accuracy and objective evidence over agreeableness to ensure high-integrity software development.
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