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    <description>The latest articles on DEV Community by 007M7 (@007m7).</description>
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      <title>Reviewing AI-generated code before shipping: why I built Sego</title>
      <dc:creator>007M7</dc:creator>
      <pubDate>Thu, 18 Jun 2026 10:34:21 +0000</pubDate>
      <link>https://dev.to/007m7/reviewing-ai-generated-code-before-shipping-why-i-built-sego-3bnp</link>
      <guid>https://dev.to/007m7/reviewing-ai-generated-code-before-shipping-why-i-built-sego-3bnp</guid>
      <description>&lt;p&gt;AI coding tools are changing how software gets built.&lt;/p&gt;

&lt;p&gt;Cursor, Claude Code, Codex, Copilot and Lovable can generate code very quickly. For solo builders and small teams, this is powerful. But it also creates a new problem:&lt;/p&gt;

&lt;p&gt;Who reviews the code after the AI writes it?&lt;/p&gt;

&lt;p&gt;Generated code can look correct while still introducing risks:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;SQL injection&lt;/li&gt;
&lt;li&gt;hardcoded secrets&lt;/li&gt;
&lt;li&gt;dangerous command execution&lt;/li&gt;
&lt;li&gt;unexpected file changes&lt;/li&gt;
&lt;li&gt;broken data flow&lt;/li&gt;
&lt;li&gt;code that is not ready to commit&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;That is why I am building Sego.&lt;/p&gt;

&lt;p&gt;Sego is a local-first review layer for AI-generated code. It does not try to replace coding agents. It sits after them.&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;
text
AI writes code.
Sego reviews whether it is safe enough to commit.                                    The current MVP reviews staged changes and produces structured findings:
severity
file and line
evidence
risk
suggested fix
It also saves local review artifacts so the review process can be inspected later.
Current focus:
structured code review
local review history
crash recovery
review-trust workflow
early sidecar integration with AI coding tools
I am looking for the first 20 AI coding users. If you use Cursor, Claude Code, Codex, Copilot, Lovable or another AI coding tool, you can send a small AI-generated project or diff and I will run a free Sego audit.
Website: https://sego-8dw.pages.dev/
GitHub: https://github.com/007M7/Sego-Agent
I would love feedback from developers using AI coding tools in real projects.
&lt;/code&gt;&lt;/pre&gt;

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      <category>security</category>
      <category>showdev</category>
      <category>tooling</category>
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