Specification
A workflow built for velocity and fewer excuses.
The stack stays practical. The goal is reducing friction between decision, build, and release.
- Build stack
- Next.js (App Router), TypeScript, React, and Tailwind for product-facing interfaces.
- tRPC and Prisma for end-to-end type safety; FastAPI and async SQLAlchemy for Python services.
- BullMQ + Redis for asynchronous pipelines, queues, and background AI tasks.
- AI & LLM stack
- Anthropic Claude SDK with LangGraph for multi-agent orchestration.
- RAG with Voyage AI embeddings and pgvector for semantic search.
- Evaluation harnesses for faithfulness, safety, and red-teaming before anything ships.
- Infrastructure
- PostgreSQL and Redis for persistence, caching, and queues.
- Docker, Nginx + PM2, and Vercel for deployment.
- Clerk for authentication and Stripe for billing.
- Operating principle
- Tools matter less than reducing friction between idea, decision, and release.
- I optimize for leverage, not novelty for its own sake.