## Description

• Goal → Plan → Act → Observe → Reflect loops; ship small, measurable deltas weekly.

• Tool‑use: pick/chain tools (LLMs, evaluators, retrievers, external APIs) with typed I/O and clear contracts.

• Observability: trace every significant call; watch latency, error rates, token spend, and evaluator pass‑rates.

•  Safety & privacy: least‑privilege, encrypted secrets, PII minimization, auditability by default.

• Bias to clarity: plain HTML‑first UX, simple APIs, boring infrastructure where it reduces risk.

• Communicate clearly: must speak and write native-level English.

## Requirements

• 5+ years shipping user‑facing web products end‑to‑end (front‑end + back‑end + Postgres/SQL).

• Strong TypeScript/JavaScript, HTML, CSS; comfort with server‑rendered web.

• API craftsmanship (authN/Z, idempotency, pagination) and schema design.

• Bonus: embeddings/RAG/evals; payments/marketplaces; multi‑tenant SaaS; Astro/HTMX.

Full‑Stack Software Engineer

Description

Requirements