Software and technology viability validation — deep forensic analysis of maintainability, scalability, security posture. Use when user asks to "validate software viability".

Software and technology viability validation — deep forensic analysis of maintainability, scalability, security posture. Use when user asks to "validate software viability".

Module design, layer boundaries, design patterns, ADR generation, and quality attribute analysis for software systems. Trigger: "software architecture", "module design", "design patterns", "ADR", "quality attributes", "layered architecture".

Module design, layer boundaries, design patterns, ADR generation, and quality attribute analysis for software systems. Trigger: "software architecture", "module design", "design patterns", "ADR", "quality attributes", "layered architecture".

Technical SEO audit and implementation: structured data (JSON-LD), meta tags, Open Graph/Twitter Cards, XML sitemap, robots.txt, Core Web Vitals optimization, crawl budget management, and canonical URL strategy.

Technical SEO audit and implementation: structured data (JSON-LD), meta tags, Open Graph/Twitter Cards, XML sitemap, robots.txt, Core Web Vitals optimization, crawl budget management, and canonical URL strategy.

STRIDE threat modeling, attack surface mapping, and threat tree generation. Trigger: "threat model", "STRIDE analysis", "attack surface", "threat assessment".

STRIDE threat modeling, attack surface mapping, and threat tree generation. Trigger: "threat model", "STRIDE analysis", "attack surface", "threat assessment".

OWASP vulnerability patterns, secret detection, and authentication/authorization analysis. Trigger: "security scan", "OWASP check", "secret detection", "auth analysis".

OWASP vulnerability patterns, secret detection, and authentication/authorization analysis. Trigger: "security scan", "OWASP check", "secret detection", "auth analysis".

Threat modeling, zero trust design, identity architecture, encryption strategy, and compliance mapping for software systems. Trigger: "security architecture", "threat model", "zero trust", "identity", "encryption", "compliance", "OWASP".

Threat modeling, zero trust design, identity architecture, encryption strategy, and compliance mapping for software systems. Trigger: "security architecture", "threat model", "zero trust", "identity", "encryption", "compliance", "OWASP".

Provides industry context, regulatory landscape analysis, competitive benchmarks, and sector-specific technology trends. Trigger: "industry context", "sector analysis", "regulatory landscape", "benchmarks".

Provides industry context, regulatory landscape analysis, competitive benchmarks, and sector-specific technology trends. Trigger: "industry context", "sector analysis", "regulatory landscape", "benchmarks".

Plan and execute database schema migrations with up/down scripts, zero-downtime DDL patterns, seed data management, rollback procedures, and ORM vs raw SQL decision framework. Covers Postgres, MySQL, and SQLite.

Plan and execute database schema migrations with up/down scripts, zero-downtime DDL patterns, seed data management, rollback procedures, and ORM vs raw SQL decision framework. Covers Postgres, MySQL, and SQLite.

Tree of Thought evaluation, multi-dimensional weighted scoring, trade-off analysis, and decision matrix generation for technical decisions. Trigger: "scenario analysis", "trade-off", "decision matrix", "weighted scoring", "tree of thought", "compare options".

Tree of Thought evaluation, multi-dimensional weighted scoring, trade-off analysis, and decision matrix generation for technical decisions. Trigger: "scenario analysis", "trade-off", "decision matrix", "weighted scoring", "tree of thought", "compare options".

Horizontal/vertical scaling analysis, stateless/stateful assessment, and capacity planning. Trigger: "assess scalability", "can this scale", "scaling strategy", "capacity planning".

Horizontal/vertical scaling analysis, stateless/stateful assessment, and capacity planning. Trigger: "assess scalability", "can this scale", "scaling strategy", "capacity planning".