Launch and configure EC2 instances with security groups, IAM roles, key pairs, AMIs, and auto-scaling. Use for...
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Create and deploy serverless functions using AWS Lambda with event sources, permissions, layers, and environment...
Deploy and manage relational databases using RDS with Multi-AZ, read replicas, backups, and encryption. Use for...
Manage S3 buckets with versioning, encryption, access control, lifecycle policies, and replication. Use for object...
Deploy and manage web apps using Azure App Service with auto-scaling, deployment slots, SSL/TLS, and monitoring. Use...
Create serverless functions on Azure with triggers, bindings, authentication, and monitoring. Use for event-driven...
Implement background job processing systems with task queues, workers, scheduling, and retry mechanisms. Use when...
Implement backup strategies, disaster recovery plans, and data restoration procedures for protecting critical...
Implement robust batch processing systems with job queues, schedulers, background tasks, and distributed workers....
Implement blue-green deployment strategies for zero-downtime releases with instant rollback capability and traffic...
Debug client-side issues using browser developer tools. Identify JavaScript errors, styling issues, and performance...
Reduce JavaScript and CSS bundle sizes through code splitting, tree shaking, and optimization techniques. Improve...
Build compelling business cases to justify investments and secure funding. Quantify benefits, assess costs, manage...
Implement efficient caching strategies using Redis, Memcached, CDN, and cache invalidation patterns. Use when...
Implement canary deployment strategies to gradually roll out new versions to subset of users with automatic rollback...
Analyze team capacity, plan resource allocation, and balance workload across projects. Forecast staffing needs and...
Determine cause-and-effect relationships using propensity scoring, instrumental variables, and causal graphs for...
Maintain comprehensive changelogs and release notes following Keep a Changelog format. Use when documenting version...
Design and implement CI/CD pipelines with GitHub Actions, GitLab CI, Jenkins, or CircleCI. Use for automated...
Implement circuit breaker patterns for fault tolerance, automatic failure detection, and fallback mechanisms. Use...
Build binary and multiclass classification models using logistic regression, decision trees, and ensemble methods...
Optimize and manage cloud costs across AWS, Azure, and GCP using reserved instances, spot pricing, and cost monitoring tools.
Plan and execute cloud migrations with assessment, database migration, application refactoring, and cutover...
Implement comprehensive cloud security across AWS, Azure, and GCP with IAM, encryption, network security,...