Grafana or CloudWatch dashboard definitions
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Alert rules based on error budget consumption
Configure Prometheus with alerting, recording rules, service discovery (K8s, Consul, EC2), federation, PromQL...
Required CI secrets and environment variables
Manage ML model lifecycle from development to deployment with experiment tracking, versioning, monitoring, and...
Apply microservices patterns (Saga, CQRS, Event Sourcing, Circuit Breaker, API Gateway, Service Discovery) with...
Design RabbitMQ architectures with exchanges, quorum queues, routing patterns, clustering, dead letter exchanges,...
JMX metrics, lag alerts, consumer group health checks
Configure service mesh (Istio, Linkerd, Consul) with traffic routing, mTLS, observability, and advanced traffic...
Generate and validate Kubernetes YAML manifests with best practices for Deployments, Services, ConfigMaps, and...
Build production-grade Helm charts with templating, values.yaml parameterization, dependencies, and hooks for...
Metrics, alarms, and observability configuration
Analyzes and optimizes frontend performance using Core Web Vitals, bundle analysis, lazy loading, image...
Guide React, Vue, and mobile (iOS/Android/React Native) development with component architecture, state management,...
Validate design systems for accessibility (WCAG), responsive design, and component consistency with design token analysis.
Contrast ratios for text, focus indicators, UI components
Optimize costs across AWS, GCP, Azure with cross-cloud waste detection, workload placement, commitment balancing,...
Analyze and optimize cloud costs across AWS, Azure, GCP with rightsizing, reserved instances, waste detection, and...
Accessibility validation configuration
Generate technical documentation, API docs, and content with accessibility and SEO optimization.
Remote state backend configuration
Detect and remediate infrastructure drift between IaC definitions and live state with continuous monitoring and...
Step-by-step rollback instructions with automation scripts
Setup instructions and required secrets