Resilix: How I Revived a Half-Baked Rate Limiter into an Enterprise-Grade Distri

<p>Two months ago I shipped UNPWNED, a passive web security scanner aimed at indie hackers and developers shipping AI-generated code (Cursor, Lovable, Bolt, Replit, v0).</p> <p>I

<p>Well I failed a amazon OA because of a rate limiting question, So I have built this rate limiter from first principles and haven't followed any tutorial. Through this blog, I

<p><a class="article-body-image-wrapper"

<p>Vertex AI has been Google Cloud's AI development platform since 2021. On April 22, 2026, at Google Cloud Next in Las Vegas, Google retired it — not with a deprecation notice,

<p>If your API has no rate limiting, any client can send as many requests as it wants. A broken retry loop, a scraper, or a user who refreshes too fast all of it hits your server