Develop Ruby on Rails applications with models, controllers, views, Active Record ORM, authentication, and RESTful...
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Conduct systematic root cause analysis to identify underlying problems. Use structured methodologies to prevent...
Identify, analyze, and prioritize project risks using qualitative and quantitative methods. Develop mitigation...
Facilitate effective retrospectives to capture lessons learned, celebrate successes, and identify actionable...
Design RESTful APIs following best practices for resource modeling, HTTP methods, status codes, versioning, and...
Create responsive layouts using CSS Grid, Flexbox, media queries, and mobile-first design. Use when building...
Systematically collect, document, and validate requirements from stakeholders. Ensure clarity, completeness, and...
Plan, coordinate, and execute software releases across environments. Manage versioning, rollout strategies, rollback...
Build predictive models using linear regression, polynomial regression, and regularized regression for continuous...
Modernize and improve legacy codebases while maintaining functionality. Use when you need to refactor old code,...
Build collaborative and content-based recommendation engines for product recommendations, personalization, and...
Build recommendation systems using collaborative filtering, content-based filtering, matrix factorization, and...
Implement real-time functionality using WebSockets, Server-Sent Events (SSE), or long polling. Use when building...
Implement reactive programming patterns using RxJS, streams, observables, and backpressure handling. Use when...
Build cross-platform mobile apps with React Native. Covers navigation with React Navigation, state management with...
Design scalable React components using functional components, hooks, composition patterns, and TypeScript. Use when...
Implement rate limiting, throttling, API quotas, and backpressure mechanisms to protect services from abuse and...
Implement query caching strategies to improve performance. Use when setting up caching layers, configuring Redis, or...
Implement push notifications for iOS and Android. Covers Firebase Cloud Messaging, Apple Push Notification service,...
Automate pull request workflows with templates, checklists, auto-merge rules, and review assignments. Reduce manual...
Design property-based tests that verify code properties hold for all inputs using automatic test case generation....
Set up Prometheus monitoring for applications with custom metrics, scraping configurations, and service discovery....
Estimate project scope, timeline, and resource requirements using multiple estimation techniques including...
Build progressive web apps using service workers, web manifest, offline support, and installability. Use when...