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  <title>MATRIX · Qwen Code</title>
  <link>https://derekwang2002.github.io/ai-intelligence/en/projects/qwen-code/</link>
  <description>Material changes in AI models, agents, engineering and infrastructure, with primary sources and recommendations.</description>
  <language>en</language>
  <lastBuildDate>Mon, 02 Nov 2026 16:56:00 GMT</lastBuildDate>
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  <item>
    <title>Version 0.26.5 adds bounded repair handoff, isolated verification and experimental Helm deployment</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-qwen-code-0-26-5</guid>
    <pubDate>Sun, 01 Nov 2026 16:58:20 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Version 0.26.5 adds bounded repair handoff, isolated verification and experimental Helm deployment&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Why read: &lt;/strong&gt;Bounded repair handoff and isolated verification directly affect coding-agent upgrade decisions.&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.26.5&quot;&gt;Qwen Code v0.26.5&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>CUA driver 0.27.0 provides three-platform prebuilt artifacts with signing boundaries disclosed</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-cua-driver-0-27</guid>
    <pubDate>Fri, 30 Oct 2026 16:01:56 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;CUA driver 0.27.0 provides three-platform prebuilt artifacts with signing boundaries disclosed.&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/cua-driver-rs-v0.27.0&quot;&gt;Qwen CUA driver 0.27.0&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Qwen Code 0.26.4 adds bounded autofix, independent worktrees and snapshot-bound verification</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-qwen-code-0-26-4</guid>
    <pubDate>Thu, 29 Oct 2026 16:05:08 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Qwen Code 0.26.4 adds bounded autofix, independent worktrees and snapshot-bound verification.&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.26.4&quot;&gt;Qwen Code 0.26.4 release&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Qwen Code 0.26.3 extends managed embedding and recovery</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-qwen-code-0-26-3</guid>
    <pubDate>Wed, 28 Oct 2026 15:58:44 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Qwen Code 0.26.3 extends managed embedding and recovery&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.26.3&quot;&gt;Qwen Code 0.26.3 release&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Qwen Code 0.26.2 tightens managed permissions and recovery</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-qwen-code-0-26-2</guid>
    <pubDate>Tue, 27 Oct 2026 15:59:15 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Qwen Code 0.26.2 tightens managed permissions and recovery&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Why read: &lt;/strong&gt;Qwen Code 0.26.2 changes managed permissions, token-injection defenses and recovery paths, directly expanding long-running-agent acceptance tests.&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.26.2&quot;&gt;Qwen Code 0.26.2 release&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Qwen Code 0.26.1 strengthens context recovery, subagent delegation and late tool-result handling</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-qwen-0-26-1</guid>
    <pubDate>Sat, 24 Oct 2026 15:59:49 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Qwen Code 0.26.1 strengthens context recovery, subagent delegation and late tool-result handling&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.26.1&quot;&gt;Qwen Code v0.26.1&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Qwen Code 0.26.0 recovers from durable evidence and preserves UNKNOWN outcomes</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-qwen-0-26</guid>
    <pubDate>Thu, 22 Oct 2026 16:37:30 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Qwen Code 0.26.0 recovers from durable evidence and preserves UNKNOWN outcomes&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Why read: &lt;/strong&gt;Durable receipts and UNKNOWN outcomes make post-restart side-effect recovery a testable contract.&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.26.0&quot;&gt;Qwen Code 0.26.0 release&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Version 0.25.3 adds read-only child agents, persistent workspaces and broader failure recovery</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-qwen-0-25-3</guid>
    <pubDate>Mon, 19 Oct 2026 16:04:44 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Version 0.25.3 adds read-only child agents, persistent workspaces and broader failure recovery&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Why read: &lt;/strong&gt;Frozen workspaces reduce child-agent write authority, while the broader managed recovery surface needs fault injection.&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.25.3&quot;&gt;Qwen Code 0.25.3 release notes&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Qwen Code 0.25.2 expands team messaging, test inspection and managed recovery</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-qwen-0-25-2-stable</guid>
    <pubDate>Thu, 15 Oct 2026 16:00:25 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Qwen Code 0.25.2 expands team messaging, test inspection and managed recovery&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.25.2&quot;&gt;Qwen Code v0.25.2&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Qwen Code 0.25.1 hardens background jobs, multi-agent sessions and recovery</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-qwen-0-25-1-stable</guid>
    <pubDate>Sun, 11 Oct 2026 16:02:40 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Qwen Code 0.25.1 hardens background jobs, multi-agent sessions and recovery&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Why read: &lt;/strong&gt;Background jobs, execution receipts and multi-agent sessions change coding-agent recovery and duplicate-execution risk.&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.25.1&quot;&gt;Qwen Code v0.25.1&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Qwen Code 0.25.0 expands multi-agent collaboration and failure recovery</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-qwen-0-25-stable</guid>
    <pubDate>Mon, 05 Oct 2026 16:01:12 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Qwen Code 0.25.0 expands multi-agent collaboration and failure recovery&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Why read: &lt;/strong&gt;Qwen Code 0.25 moves multi-agent collaboration, cold restore and side-effect controls into stable.&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.25.0&quot;&gt;Qwen Code 0.25.0&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Qwen Code 0.24.7 completes workspace identity and recovery paths for Managed Runtime</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-qwen-0-24-7-stable</guid>
    <pubDate>Tue, 29 Sep 2026 16:01:24 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Qwen Code 0.24.7 completes workspace identity and recovery paths for Managed Runtime&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.24.7&quot;&gt;Qwen Code 0.24.7 release&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Qwen Code 0.24.6 adds a durable session journal, failover and reconciliation of unknown executions</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-update-recorded-20260927</guid>
    <pubDate>Sat, 26 Sep 2026 16:01:48 GMT</pubDate>
    <category>Update</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Qwen Code 0.24.6 adds a durable session journal, failover and reconciliation of unknown executions.&lt;/p&gt;&lt;p&gt;Original story: Qwen Code 0.26.5 adds bounded repair handoff and managed deployment&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.24.6&quot;&gt;QwenLM/qwen-code · releases / tag / v0.24.6&lt;/a&gt;&lt;/p&gt;</description>
  </item>
  <item>
    <title>Qwen Code 0.26.5 adds bounded repair handoff and managed deployment</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260922-04/</link>
    <guid isPermaLink="false">ev-20260922-04-published</guid>
    <pubDate>Thu, 24 Sep 2026 16:01:46 GMT</pubDate>
    <category>New</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Qwen Code 0.26.5 stable enables Generated UI by default and adds an experimental Helm deployment for managed agents. Autofix retries now stop at a bounded handoff, PR-watch can repair in place, and verification runs in isolation. The release also extends recovery, locking and CUA integration; the managed deployment remains experimental.&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://github.com/QwenLM/qwen-code/releases/tag/v0.24.4&quot;&gt;QwenLM/qwen-code · releases / tag / v0.24.4&lt;/a&gt;&lt;/p&gt;</description>
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