<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>DEV Community: Michael Oogwu</title>
    <description>The latest articles on DEV Community by Michael Oogwu (@mgkvibez).</description>
    <link>https://dev.to/mgkvibez</link>
    <image>
      <url>https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4192359%2F83d0e994-38d0-45aa-b868-9dc9d5c3ec87.jpg</url>
      <title>DEV Community: Michael Oogwu</title>
      <link>https://dev.to/mgkvibez</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/mgkvibez"/>
    <language>en</language>
    <item>
      <title>Ci log fixing at its best !</title>
      <dc:creator>Michael Oogwu</dc:creator>
      <pubDate>Sat, 31 Oct 2026 01:41:02 +0000</pubDate>
      <link>https://dev.to/mgkvibez/ci-log-fixing-at-its-best--3l6h</link>
      <guid>https://dev.to/mgkvibez/ci-log-fixing-at-its-best--3l6h</guid>
      <description>&lt;p&gt;Your red build hands you 10k lines. The actual cause is line 4; everything after it is consequence.&lt;/p&gt;

&lt;p&gt;ci-whisper reads a failed CI log and ranks signals so the cause outranks its own consequences, then prints the first real error, the causal chain, and a suggested fix.&lt;/p&gt;

&lt;p&gt;Three ways to use it:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;gh run view &lt;span class="nt"&gt;--log-failed&lt;/span&gt; | ci-whisper
ci-whisper &lt;span class="nt"&gt;--file&lt;/span&gt; build.log
ci-whisper &lt;span class="nt"&gt;--gh&lt;/span&gt; &amp;lt;run-id&amp;gt; &lt;span class="nt"&gt;--json&lt;/span&gt;   &lt;span class="c"&gt;# for a bot or agent skill&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Exit code 1 when no error signal is found, so you can gate on it in scripts.&lt;/p&gt;

&lt;p&gt;Install: &lt;code&gt;pipx install ci-whisper&lt;/code&gt;&lt;/p&gt;

&lt;p&gt;Repo: &lt;a href="https://github.com/mgkvibez/ci-whisper" rel="noopener noreferrer"&gt;https://github.com/mgkvibez/ci-whisper&lt;/a&gt;&lt;/p&gt;

</description>
      <category>productivity</category>
      <category>python</category>
      <category>beginners</category>
      <category>discuss</category>
    </item>
  </channel>
</rss>
