Designs modular architecture with clear boundaries, interface contracts, and dependency rules. Trigger: "design components", "module boundaries", "interface contracts", "component architecture".

Designs modular architecture with clear boundaries, interface contracts, and dependency rules. Trigger: "design components", "module boundaries", "interface contracts", "component architecture".

Regulatory and standards compliance assessment — GDPR, SOX, PCI-DSS, HIPAA, ISO 27001 patterns in code. Use when user asks to "assess compliance".

Regulatory and standards compliance assessment — GDPR, SOX, PCI-DSS, HIPAA, ISO 27001 patterns in code. Use when user asks to "assess compliance".

Analyzes build vs buy decisions, licensing models, TCO calculations, and value capture strategies. Trigger: "build or buy", "licensing analysis", "TCO", "commercial model".

Analyzes build vs buy decisions, licensing models, TCO calculations, and value capture strategies. Trigger: "build or buy", "licensing analysis", "TCO", "commercial model".

Cyclomatic complexity, coupling, cohesion, and size metrics measurement. Trigger: "measure complexity", "code metrics", "coupling analysis", "cohesion".

Cyclomatic complexity, coupling, cohesion, and size metrics measurement. Trigger: "measure complexity", "code metrics", "coupling analysis", "cohesion".

Identifies code smells, anti-patterns, and structural decay in codebases using systematic pattern matching. Trigger: detect smells, find anti-patterns, review code quality, check code hygiene.

Identifies code smells, anti-patterns, and structural decay in codebases using systematic pattern matching. Trigger: detect smells, find anti-patterns, review code quality, check code hygiene.

Designs code review checklists, severity classification, and automated check integration for consistent PR reviews. Trigger: "code review checklist", "review framework", "PR review standards", "review automation".

Designs code review checklists, severity classification, and automated check integration for consistent PR reviews. Trigger: "code review checklist", "review framework", "PR review standards", "review automation".

Container orchestration, service mesh design, serverless patterns, multi-cloud strategy, and FinOps optimization for cloud-native systems. Trigger: "cloud native", "containers", "kubernetes", "service mesh", "serverless", "multi-cloud", "FinOps".

Container orchestration, service mesh design, serverless patterns, multi-cloud strategy, and FinOps optimization for cloud-native systems. Trigger: "cloud native", "containers", "kubernetes", "service mesh", "serverless", "multi-cloud", "FinOps".

7R assessment, workload classification, wave planning, and cutover strategy for cloud migration programs. Trigger: "cloud migration", "7R", "workload migration", "wave planning", "cutover", "replatform", "refactor".

7R assessment, workload classification, wave planning, and cutover strategy for cloud migration programs. Trigger: "cloud migration", "7R", "workload migration", "wave planning", "cutover", "replatform", "refactor".

Designs CI/CD pipeline architecture including stages, quality gates, artifact management, and deployment strategies. Trigger: "CI/CD pipeline", "build pipeline", "deployment pipeline", "continuous delivery setup".

Designs CI/CD pipeline architecture including stages, quality gates, artifact management, and deployment strategies. Trigger: "CI/CD pipeline", "build pipeline", "deployment pipeline", "continuous delivery setup".

Pipeline health, build times, flakiness, and deployment strategy analysis. Trigger: "analyze CI/CD", "pipeline health", "build times", "deployment strategy".

Pipeline health, build times, flakiness, and deployment strategy analysis. Trigger: "analyze CI/CD", "pipeline health", "build times", "deployment strategy".