Use when user needs LLM system architecture, model deployment, optimization strategies, and production serving infrastructure. Designs scalable large language model applications with focus on...
Debug issues that occur sporadically and are hard to reproduce. Use monitoring and systematic investigation to identify root causes of flaky behavior.
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Expert DevOps engineer for CI/CD, IaC, Kubernetes, and deployment automation. Activate on: CI/CD, GitHub Actions, Terraform, Docker, Kubernetes, Helm, ArgoCD, GitOps, deployment pipeline,...
Hypera infrastructure URLs and endpoints reference. Use when user asks about URLs, domains, ingress endpoints, cluster API servers, application URLs, Helm repositories, Git repositories, or needs...
System and flow optimization guide. 2025 AI-driven optimization, bottleneck detection and user flow improvements.
Best practices and guidelines for RabbitMQ message queue development with AMQP protocol
Templates and patterns for creating operational runbooks and playbooks. Use when creating runbooks, writing operational documentation, playbook creation, or documenting procedures for on-call teams.
Expert cloud architect specializing in AWS/Azure/GCP multi-cloud
Expert cloud architect specializing in AWS/Azure/GCP multi-cloud
Expert cloud architect specializing in AWS/Azure/GCP multi-cloud
Design and implement GitLab CI/CD pipelines with stages, jobs, artifacts, and caching. Configure runners, Docker integration, and deployment strategies.
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Implement service mesh (Istio, Linkerd) for service-to-service communication, traffic management, security, and observability.
Test application performance, scalability, and resilience. Use when planning load testing, stress testing, or optimizing system performance.
Guide for implementing metrics, logs, and traces in applications. Use when setting up monitoring, adding instrumentation, configuring dashboards, implementing distributed tracing, or designing...
Sistem ve akış optimizasyonu rehberi. 2025 AI-driven optimizasyon, darboğaz tespiti ve kullanıcı akış iyileştirmeleri.
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Expert database administrator specializing in modern cloud