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production-grade understanding of relational databases (migrations, RLS, permissioning, schema design) interest in Legal / Medical AI fields strong backend skills in python , typescript , or go deep comfort with supabase , postgres , or comparable managed DB platforms good judgment on choosing libraries, managing state, avoiding tech debt experience debugging edge-case latency and performance in both frontend and backend prior work with Cloudflare workers , Vercel , Next.js , or serverless-first architectures experience working with RAG pipelines, LLMs , or agentic systems preferred ability to ship fast and refactor hard bonus: exposure to legal data, court records, or insurance claims bonus: you’ve built something used by lawyers, insurers, or pissed-off consumers