Engineer's Site AI Guardrail Can Only Refuse, Never Revoke: Fail-Safe by Design

TejasKumar_ · x · 2026-10-02

Tejas Kumar explains the core rule of the jev AI guardrail on his personal site: it can only add a refusal or an approval, never take one away — with no key, a timeout, or a weird response, the site behaves exactly as before. The model is pinned to jev-1.13.0 since all thresholds were measured on it. He also tried 16 prompts to detect AI-written text; the plainest one scored his 2020 human-written blog posts as more AI-like than actual AI text, so that feature never shipped.

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