https://aeshift.com/tags/multi-agent/ Recent content in Multi-Agent on aeshift Hugo -- gohugo.io en &copy; 2026 [Dachary Carey](https://dacharycarey.com) - with agent assistance · Part of the [Agent Ecosystem Research Program](https://agentecosystem.dev) Thu, 26 Mar 2026 00:00:00 +0000 https://aeshift.com/posts/2026-03-26-the-specification-gap-coordination-failure-under-partial-knowledge-in-code-agent/ Thu, 26 Mar 2026 00:00:00 +0000 https://aeshift.com/posts/2026-03-26-the-specification-gap-coordination-failure-under-partial-knowledge-in-code-agent/ <p>You can&rsquo;t treat coding agents like distributed systems engineers, and a new study shows why.</p> <p><a href="http://arxiv.org/abs/2603.24284v1" target="_blank" rel="noreferrer">&ldquo;The Specification Gap&rdquo;</a>, a study of multi-agent code generation, makes a clear case: the main coordination mechanism isn&rsquo;t negotiation or detection. It&rsquo;s the spec. And richer specs aren&rsquo;t just helpful; in their setup, they&rsquo;re sufficient.</p> <h2 class="relative group">The coordination gap is a specification gap <div id="the-coordination-gap-is-a-specification-gap" 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="#the-coordination-gap-is-a-specification-gap" aria-label="Anchor">#</a> </span> </h2> <p>The authors split a problem across two LLM agents; each independently implements parts of the same class. The catch is what every real codebase runs on. Lots of design decisions are implicit. Internal representations (list vs. dict), invariants, naming conventions, and edge-case behavior often live in a senior engineer&rsquo;s head or in scattered code, not in the ticket.</p>