Manage ML model lifecycle from development to deployment with experiment tracking, versioning, monitoring, and automated retraining workflows.

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Configure Prometheus with alerting, recording rules, service discovery (K8s, Consul, EC2), federation, PromQL optimization, and Alertmanager.

Create Business Requirements Documents (BRD) following SDD methodology - Layer 1 artifact defining business needs and objectives

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Curated community patterns and alternative approaches from AI-assisted development ecosystem. Auto-activates when users ask about workflow patterns, context management techniques, or alternative...

インフラ構築とCI/CDの専門家。アプリケーションを安全かつ確実にデプロイするための環境設定、パイプライン構築、セキュリティ管理を担当します。プラットフォーム非依存（AWS/GCP/Cloudflare等対応）。

Expert in detecting private information, secrets, API keys, credentials, and sensitive data in codebases before open sourcing

Expert in Terraform infrastructure-as-code with cloud deployment patterns

Redis caching strategies, Pub/Sub and data structures (Streams, Lists, Hashes).

Automatically discover infrastructure and DevOps skills when working with infrastructure. Activates for infrastructure development tasks.

Redis caching stratejileri, Pub/Sub ve veri yapıları (Streams, Lists, Hashes).

ADR template, database selection, capacity planning and scalability.

Cross-repo life and project planning. Use when user wants to plan their week, prioritize projects, review progress across all areas, or make decisions about what to focus on. Triggers on "plan my...

ADR template, database selection, capacity planning ve scalability.

Analyze JavaScript files for API endpoints, secrets, URLs, emails, sensitive files, and bundler versions