Skill UI

This skill covers implementing service mesh patterns for AI inference traffic management using Istio or Linkerd. It includes configuring mTLS for security, setting up authorization policies for service accounts, managing egress for model endpoints, and implementing traffic splitting for canary releases and A/B testing. It ensures cross-cluster resilience and protects GPU-backed services from cascading failures without modifying application code.

Configure zero-downtime deployment strategies for production systems including blue-green, canary, and rolling deployments. Learn Kubernetes implementation, switch scripts, and AWS ECS configurations. Ensure high availability and safe rollouts with health checks and traffic splitting.

Hunts reflected, stored and blind XSS during authorized web security assessments: reflection verification, unique canary payloads, context-based injection and out-of-band confirmation.

Comprehensive guide to Istio traffic management for production service mesh deployments, covering routing, canary deployments, circuit breakers, retries, traffic mirroring, fault injection, and load balancing strategies.

This skill covers production patterns for Linkerd, a lightweight security-first service mesh for Kubernetes. It includes setup instructions, namespace injection, service profiles for retries/timeouts, traffic splits for canary deployments, server authorization policies, and multi-cluster configurations. Ideal for DevOps engineers managing microservices security and traffic management.

Deploy ML models on Kubernetes with KServe and NVIDIA Triton Inference Server. Covers canary deployments, autoscaling, GPU-aware scheduling, and traffic splitting for production inference workloads.

Implement service-to-service communication management using Istio or Linkerd. Configure mutual TLS (mTLS) for security, traffic shaping, and observability. Use this skill when managing microservices architecture, enabling canary deployments, enforcing authorization policies, and monitoring service health without changing application code.

This skill provides expert-level assistance in designing and managing service mesh architectures using tools like Istio and Linkerd. It covers traffic management, security policies, observability, and multi-cluster configurations. Ideal for implementing zero-trust networking, canary deployments, and debugging microservices communication in Kubernetes environments.