SYSTEM_CAPABILITIES // 03
Tools for the mission.
Languages, frameworks and ways of thinking. The connections matter as much as the individual tools.
SYSTEM RELATIONSHIPS FULL-STACK ENGINEERING
Full-stack applications
React → TypeScriptASP.NET MVC → C#Entity Framework → SQL Server
AI-first engineering
▹AI-assisted development▹Coding agents▹Agent orchestration▹Context engineering▹AI-oriented framework design
Architecture & technical direction
▹Application architecture▹Technical decision-making▹CQRS▹Application foundations▹Engineering standards
Developer enablement
▹Framework design▹Mentoring▹Technical training▹Developer experience▹Team standards
Software engineering background
▹C# / .NET▹ASP.NET▹React▹TypeScript▹JavaScript▹SQL▹State management▹Authentication & authorisation
Delivery & infrastructure
▹Docker▹CI/CD▹GitHub▹Azure DevOps▹Logging & observability