Build high-performance FastAPI applications with async routes, validation, dependency injection, security, and...
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Discover patterns, distributions, and relationships in data through visualization, summary statistics, and...
Implement event sourcing and CQRS patterns using event stores, aggregates, and projections. Use when building audit...
Implement error tracking with Sentry for automatic exception monitoring, release tracking, and performance issues....
Integrate email services with backends using SMTP, third-party providers, templates, and asynchronous sending. Use...
Build end-to-end automated tests that simulate real user interactions across the full application stack. Use for E2E...
Set up documentation websites using Docusaurus, MkDocs, VitePress, GitBook, or static site generators. Use when...
Create optimized Docker containers with multi-stage builds, security best practices, and minimal image sizes. Use...
Manage DNS records, routing policies, and failover configurations for high availability and disaster recovery.
Develop production-grade Django applications with models, views, ORM queries, authentication, and admin interfaces....
Implement distributed tracing with Jaeger and Zipkin for tracking requests across microservices. Use when debugging...
Execute comprehensive disaster recovery tests, validate recovery procedures, and document lessons learned from DR exercises.
Reduce feature dimensionality using PCA, t-SNE, and feature selection for feature reduction, visualization, and...
Create comprehensive developer onboarding documentation including setup guides, README files, contributing...
Build comprehensive design systems with components, patterns, and guidelines. Enable consistent design, faster...
Apply appropriate design patterns (Singleton, Factory, Observer, Strategy, etc.) to solve architectural problems....
Prepare designs for development handoff. Document specifications, interactions, and assets to enable efficient...
Document deployment processes, infrastructure setup, CI/CD pipelines, and configuration management. Use when...
Automate deployments across environments using Helm, Terraform, and ArgoCD. Implement blue-green deployments, canary...
Map, track, and manage project dependencies across teams, systems, and organizations. Identify critical path items...
Manage project dependencies across languages including npm install, package versioning, dependency conflicts,...
Implement database sharding for horizontal scalability. Use when scaling large databases, distributing data across...
Document database schemas, ERD diagrams, table relationships, indexes, and constraints. Use when documenting...
Design database schemas with normalization, relationships, and constraints. Use when creating new database schemas,...