I Built a Portfolio Chatbot That Can Tell Recruiters to Pass on Me

Most developer portfolio bots are glorified hype machines. I built one with anti-sycophancy guardrails baked into the schema: a not_a_fit verdict, structured gap data, and a system prompt that treats honesty as the value proposition. Here's what that looks like in practice, and why it's outperformed every friendlier version I tried.