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		<title>Agent-Studio on NicoLabs</title>
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			<lastBuildDate>Wed, 08 Jul 2026 00:40:00 +0800</lastBuildDate>
		
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				<title>Autonomous CVE Patching with Coni Agent Studio</title>
				<link>http://blog.hellonico.info/posts/coni/agent-studio-debugging/</link>
				<pubDate>Wed, 08 Jul 2026 00:40:00 +0800</pubDate>
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				<description>&lt;p&gt;Building a multi-agent orchestration system from scratch often means dealing with endless layers of complexity: orchestrating interpreters, managing external tool executions, and wrangling the rigid schema constraints of external LLM APIs.&lt;/p&gt;&#xA;&lt;p&gt;But &lt;strong&gt;Coni is the answer to complexity&lt;/strong&gt;.&lt;/p&gt;&#xA;&lt;p&gt;With Coni Agent Studio, we&amp;rsquo;ve built a streamlined, native orchestration layer where agents don&amp;rsquo;t just chat—they act, execute, and solve real-world engineering problems autonomously.&lt;/p&gt;&#xA;&lt;p&gt;To demonstrate the power of this system, we built an end-to-end swarm dedicated to one of the most tedious tasks in software engineering: &lt;strong&gt;Javascript Dependency Security and CVE Patching&lt;/strong&gt;.&lt;/p&gt;</description>
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