Build collaborative and content-based recommendation engines for product recommendations, personalization, and...
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Modernize and improve legacy codebases while maintaining functionality. Use when you need to refactor old code,...
Build predictive models using linear regression, polynomial regression, and regularized regression for continuous...
Plan, coordinate, and execute software releases across environments. Manage versioning, rollout strategies, rollback...
Systematically collect, document, and validate requirements from stakeholders. Ensure clarity, completeness, and...
Create responsive layouts using CSS Grid, Flexbox, media queries, and mobile-first design. Use when building...
Design RESTful APIs following best practices for resource modeling, HTTP methods, status codes, versioning, and...
Facilitate effective retrospectives to capture lessons learned, celebrate successes, and identify actionable...
Identify, analyze, and prioritize project risks using qualitative and quantitative methods. Develop mitigation...
Conduct systematic root cause analysis to identify underlying problems. Use structured methodologies to prevent...
Develop Ruby on Rails applications with models, controllers, views, Active Record ORM, authentication, and RESTful...
Create operational runbooks, playbooks, standard operating procedures (SOPs), and incident response guides. Use when...
Implement secrets management with HashiCorp Vault, AWS Secrets Manager, or Kubernetes Secrets for secure credential...
Implement automated secrets rotation for API keys, credentials, certificates, and encryption keys. Use when managing...
Implement comprehensive security audit logging for compliance, forensics, and SIEM integration. Use when building...
Conduct comprehensive security compliance audits for SOC 2, GDPR, HIPAA, PCI-DSS, and ISO 27001. Use when preparing...
Create security policies, guidelines, compliance documentation, and security best practices. Use when documenting...
Configure HTTP security headers including CSP, HSTS, X-Frame-Options, and XSS protection. Use when hardening web...
Identify security vulnerabilities through SAST, DAST, penetration testing, and dependency scanning. Use for security...
Implement semantic versioning (SemVer) with automated release management. Use conventional commits,...
Classify text sentiment using NLP techniques, lexicon-based analysis, and machine learning for opinion mining, brand...
Implement server-side rendering with template engines, view layers, and dynamic content generation. Use when...
Design and implement serverless applications using AWS Lambda, Azure Functions, and GCP Cloud Functions with...
Implement service mesh (Istio, Linkerd) for service-to-service communication, traffic management, security, and...