Use when building UI, branding, design systems, or auditing accessibility/UX.
Use when building production-grade GenAI, Agentic Systems, Advanced RAG, or setting up rigorous Evaluation pipelines.
Use when designing APIs, Architecture, Security, or Scalability for Node, Python, Go, or Java backend systems.
Use when architecturalizing protocols, developing smart contracts, or auditing security for blockchain systems.
Use for deep requirements analysis, technical specifications, agile documentation, or architecture/design reviews.
Use when designing Universal CI/CD, Multi-Cloud Infrastructure, or Observability systems.
Use when implementing frontend code, optimizing performance, or ensuring strict adherence to documentation/references.
Use for high-stakes technical decisions, system design (Microservices/Monolith), cloud infrastructure, or generating ADRs/RFCs.