https://ai-blog.noorshomelab.dev/tags/tmux/Recent content in Tmux on AI VOIDHugoenFri, 20 Mar 2026 00:00:00 +0000https://ai-blog.noorshomelab.dev/cli-first-ai-systems-guide-2026/orchestrating-multi-agent-workflows/Fri, 20 Mar 2026 00:00:00 +0000https://ai-blog.noorshomelab.dev/cli-first-ai-systems-guide-2026/orchestrating-multi-agent-workflows/<h2 id="introduction">Introduction</h2> <p>Welcome back, intrepid command-line explorer! In previous chapters, we&rsquo;ve journeyed into the exciting world of CLI-first AI systems, understanding how a single AI agent can perceive, reason, and act directly within your terminal. We&rsquo;ve seen how these agents can automate tasks, interact with shell tools, and even generate code. Pretty cool, right?</p> <p>But what if a task is too big, too complex, or requires different specializations that a single agent can&rsquo;t easily handle alone? Imagine a team of highly skilled individuals, each with their own expertise, collaborating to achieve a grander goal. This is precisely the power of <strong>multi-agent workflows</strong>. In this chapter, we&rsquo;ll dive into how to orchestrate multiple AI agents to tackle more intricate challenges, turning your terminal into a collaborative AI hub.</p>