https://rochanewton.github.io/tags/ai-ops/Recent content in Ai-Ops on Newton RochaHugo -- gohugo.ioen© 2026 Newton RochaFri, 11 Sep 2026 00:00:00 +0000https://rochanewton.github.io/posts/claude-cert-01-fluency-4d-framework/Fri, 11 Sep 2026 00:00:00 +0000https://rochanewton.github.io/posts/claude-cert-01-fluency-4d-framework/<h2 class="relative group">What this is about <div id="what-this-is-about" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none"> <a class="text-primary-300 dark:text-neutral-700 !no-underline" href="#what-this-is-about" aria-label="Anchor">#</a> </span> </h2> <p>Anthropic&rsquo;s AI Fluency course breaks working with AI into four competencies instead of a pile of prompt tricks: <strong>Delegation, Description, Discernment, Diligence</strong>. The 4Ds. I went in expecting a prompting course and came out with a decision framework instead — one that&rsquo;s less about writing better prompts and more about deciding what to hand off, how to communicate it, how to judge what comes back, and who&rsquo;s accountable for it. Here&rsquo;s each one, condensed to what actually matters.</p>