Implement event sourcing and CQRS patterns using event stores, aggregates, and projections. Use when building audit...
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Discover patterns, distributions, and relationships in data through visualization, summary statistics, and...
Build high-performance FastAPI applications with async routes, validation, dependency injection, security, and...
Create and transform features using encoding, scaling, polynomial features, and domain-specific transformations for...
Implement feature flags (toggles) for controlled feature rollouts, A/B testing, canary deployments, and kill...
Implement secure file upload handling with validation, virus scanning, storage management, and serving files...
Develop lightweight Flask APIs with routing, blueprints, database integration, authentication, and request/response...
Build beautiful cross-platform mobile apps with Flutter and Dart. Covers widgets, state management with...
Implement form validation using React Hook Form, Formik, Vee-Validate, and custom validators. Use when building...
Implement WCAG compliance using semantic HTML, ARIA, keyboard navigation, and screen reader support. Use when...
Implement client-side routing using React Router, Vue Router, and Angular Router. Use when building multi-page...
Manage application state using Redux, MobX, Zustand, and Context API. Use when centralizing state for complex...
Implement comprehensive frontend testing using Jest, Vitest, React Testing Library, and Cypress. Use when building...
Analyze user conversion funnels, identify drop-off points, and optimize conversion rates for conversion optimization...
Identify differences between current state and desired future state. Analyze gaps in capabilities, processes,...
Deploy serverless functions on Google Cloud Platform with triggers, IAM roles, environment variables, and...
Deploy containerized applications on Google Cloud Run with automatic scaling, traffic management, and service mesh...
Implement Git hooks using Husky, pre-commit, and custom scripts. Enforce code quality, linting, and testing before...
Master Git workflows including GitFlow, GitHub Flow, Trunk-Based Development. Configure branches, merge strategies,...
Build comprehensive GitHub Actions workflows for CI/CD, testing, security, and deployment. Master workflows, jobs,...
Design and implement GitLab CI/CD pipelines with stages, jobs, artifacts, and caching. Configure runners, Docker...
Implement graceful shutdown procedures to handle SIGTERM signals, drain connections, complete in-flight requests,...
Create professional Grafana dashboards with visualizations, templating, and alerts. Use when building monitoring...
Design and implement GraphQL APIs with schema design, resolvers, queries, mutations, subscriptions, and best...