Skill UI

Provides enterprise reference architecture patterns for Guidewire InsuranceSuite Cloud deployments, guiding system design, integration choices, security hardening, and scalability plans for production and multi-environment setups.

Provides expert multi-cloud architecture guidance, best practices, and validation for complex hybrid deployments spanning AWS, Azure, GCP, OpenStack, VMware, and edge environments.

Provides Java architecture guidance for Spring Boot 3 microservices, reactive WebFlux, JPA tuning, and security setups to build resilient cloud-native enterprise services.

Guides distributed system architecture by decomposing monoliths, defining bounded contexts, selecting communication protocols, and recommending resilience, observability, and deployment strategies for cloud-native microservices.

Provides a decision framework and best practices for architecting workloads across AWS, Azure, and GCP, covering patterns, service comparisons, migration phases, cost optimization, and cloud-agnostic infrastructure guidance.

Comprehensive skill covering the full lifecycle of visual AI systems. Expertise includes object detection (YOLO, Faster R-CNN), instance and semantic segmentation (SAM, Mask R-CNN), and video analysis. The workflow guides users through dataset preparation, selecting optimal architectures, training using frameworks like PyTorch, and achieving production readiness via model optimization (ONNX, TensorRT) and deployment on various edge or cloud targets.

Provides architecture guidance for Istio/Linkerd-based service meshes, covering traffic management, security policies, observability, and multi-cluster networking to stabilize cloud-native microservices.

A senior specialist skilled in implementing Infrastructure as Code (IaC) using Terraform across major cloud platforms like AWS, Azure, and GCP. Expertise includes designing modular architectures, managing remote state (locking, encryption), enforcing security policies, and guiding the full deployment lifecycle from validation to secure application. Ideal for DevOps and Cloud Engineering roles.

Guides organizations through implementing zero trust architecture across AWS, Azure, and GCP, following NIST SP 800-207 and BeyondCorp. Covers identity-aware proxies, micro-segmentation, continuous verification, and device trust assessment to replace implicit network trust.

A comprehensive guide to designing scalable, cost-effective, and compliant architectures on Microsoft Azure. This skill covers the entire lifecycle, from gathering detailed business requirements (SLA, RPO/RTO) and selecting appropriate service patterns (AKS, Serverless, Data Factory), to generating Infrastructure as Code (IaC) using Bicep. It also includes steps for cost optimization, reserved instance planning, and setting up robust CI/CD pipelines via Azure DevOps or GitHub Actions.

This comprehensive workflow guides the design, optimization, and deployment of scalable, cost-effective Google Cloud Platform (GCP) architectures for both startups and large enterprises. It covers the full lifecycle, from gathering detailed requirements (compliance, SLA) and recommending optimal patterns (Serverless, GKE, Data Pipelines) to estimating costs, generating Infrastructure as Code (IaC) using Terraform, setting up CI/CD pipelines, and completing a thorough security review.

A comprehensive coach guiding developers through the entire SaaS lifecycle: from initial idea and scaffolding (Next.js) to building MVP features, integrating AI, setting up authentication, implementing payment systems (Stripe/LemonSqueezy), and achieving global deployment (Cloudflare/Vercel). Focuses on pragmatic, 'ship first' architecture decisions for solo developers and indie hackers.