http://superoo7.com/tags/qwen/Recent content in Qwen on Johnson Lai · Forward Deployed Engineer Malaysia/SingaporeHugoenFri, 22 May 2026 20:00:00 +0800http://superoo7.com/posts/multica-local-llm-fde-workflow/Fri, 22 May 2026 20:00:00 +0800http://superoo7.com/posts/multica-local-llm-fde-workflow/<h2 id="why-agent-first"> Why agent-first <a class="heading-link" href="#why-agent-first"> <i class="fa-solid fa-link" aria-hidden="true" title="Link to heading"></i> <span class="sr-only">Link to heading</span> </a> </h2> <p>Most teams still treat AI agents like fancy autocomplete: open IDE, ask Copilot, paste, repeat. That&rsquo;s a tool, not a workflow. We saw the hype around tools like <a href="https://openclaw.ai/" class="external-link" target="_blank" rel="noopener">OpenClaw</a> and <a href="https://hermes-agent.nousresearch.com/" class="external-link" target="_blank" rel="noopener">Hermes Agent</a>, but many users install them, poke around, and then get lost because they do not have an operating loop for using agents effectively.</p> <p>As a <a href="http://superoo7.com/forward-deployed-engineer/" >Forward Deployed Engineer</a>, my job is to redesign the workflow itself: agents handle the repeatable execution, humans review the highest-leverage decisions, and the system keeps shipping.</p>