REST API design patterns, structure, and best practices. Use when user asks to "design a REST API", "create API endpoints", "write OpenAPI spec", "design API routes", "add pagination to API", "version an API", "create API schema", "design webhook endpoints",…
Caching strategies and implementation patterns. Use when user asks to "add caching", "cache API responses", "set up CDN caching", "configure HTTP caching", "implement memoization", "cache database queries", "set cache headers", "invalidate cache", "design…
CI/CD pipeline design, setup, and optimization. Use when user asks to "set up CI/CD", "create a pipeline", "configure Jenkins", "set up GitLab CI", "create CircleCI config", "automate deployments", "create build pipeline", "set up continuous deployment",…
Debugging techniques, tools, and workflows. Use when user asks to "debug this code", "find the bug", "why is this failing", "trace this error", "debug memory leak", "profile this code", "debug network issue", "fix segfault", "debug race condition", "find…
Error handling patterns, strategies, and implementation. Use when user asks to "handle errors", "add error handling", "create custom errors", "handle exceptions", "implement retry logic", "add error boundaries", "design error responses", "handle async…
Logging setup, structured logging, and log management. Use when user asks to "add logging", "set up structured logging", "configure log levels", "create a logger", "set up log rotation", "send logs to ELK", "configure Winston", "set up Pino", "add request…
Shell scripting and bash automation. Use when user asks to "write a bash script", "create a shell script", "parse command line args", "write a deploy script", "automate with bash", "process files with bash", "create an install script", "write a backup…
TypeScript patterns, advanced typing, and type safety. Use when user asks to "write TypeScript generics", "create utility types", "fix TypeScript errors", "type a complex object", "use conditional types", "create type guards", "improve TypeScript types",…