For developers building backends with Convex, Firebase, or Django, covering schema design, real-time features, and deployment.

For developers building production-grade backends with NestJS, Spring Boot, or Ktor, covering architecture patterns and best practices.

For Node.js/Deno developers building type-safe backends with fp-ts, covering async pipelines and service composition.

Installs a pipeline to validate, plan, execute, and enforce Firebase security best practices.

Build a production RAG pipeline and persistent agent memory using Pinecone as the vector database backend.

32 engineering skills: architecture, frontend, backend, fullstack, QA, DevOps, security, AI/ML, data engineering, Playwright (9 sub-skills), self-improving agent, Stripe integration, TDD guide, tech stack evaluator, Google Workspace CLI, a11y audit (WCAG 2.2), Azure cloud architect, GCP cloud architect, security pen testing, Snowflake development, adversarial-reviewer, ai-security, cloud-security,