Ask BT · Live on this site
Interview the portfolio.
This assistant answers questions about Ben's candidacy, grounded in the same curated knowledge base as this site. It runs in two modes: a deterministic retrieval mode that works with zero backend, and a live mode where a rate-limited server route asks a small, fast language model with strict guardrails. Either way, if it doesn't know, it says so.
Ask about Ben's experience, the systems he shipped, or fit for the role you're hiring for. Or start from a suggested question below.
Built by Ben as part of this site: knowledge base retrieval, streaming route handler, per-IP rate limiting, prompt-injection guardrails, and an honest fallback. The assistant speaks only from curated facts and never invents.