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    <title>DEV Community: Jedser Bairu (JD)</title>
    <description>The latest articles on DEV Community by Jedser Bairu (JD) (@jedser).</description>
    <link>https://dev.to/jedser</link>
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      <title>DEV Community: Jedser Bairu (JD)</title>
      <link>https://dev.to/jedser</link>
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    <item>
      <title>Integrity-OS: Promise Proof</title>
      <dc:creator>Jedser Bairu (JD)</dc:creator>
      <pubDate>Sat, 19 Sep 2026 00:24:31 +0000</pubDate>
      <link>https://dev.to/jedser/integrity-os-promise-proof-5eki</link>
      <guid>https://dev.to/jedser/integrity-os-promise-proof-5eki</guid>
      <description>&lt;h1&gt;
  
  
  Integrity-OS: Promise → Proof
&lt;/h1&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F87m4yz452964h5z1dc6l.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F87m4yz452964h5z1dc6l.jpg" alt=" " width="800" height="1822"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;This is a submission for the &lt;a href="https://dev.to/challenges/sanity-2026-09-16"&gt;Sanity Challenge, Path Two: Vibe-Code Something Strange&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  What I Built
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Integrity-OS&lt;/strong&gt; is an AI-native accountability system built around a simple question:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;What was promised—and what does the evidence actually show?&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;It turns accountability into a structured chain:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Promise → Action → Claim → Evidence → Verification → Community Feedback → Conflict&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Instead of giving a generic AI-generated answer, Integrity-OS helps users trace a commitment through its supporting evidence and identify what is reported, verified, disputed, or still unresolved.&lt;/p&gt;

&lt;p&gt;For example:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;500&lt;/strong&gt; students promised&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;350&lt;/strong&gt; reported as reached&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;312&lt;/strong&gt; supported by verification evidence&lt;/li&gt;
&lt;li&gt;Community feedback identifies remaining gaps&lt;/li&gt;
&lt;li&gt;The system preserves the discrepancy instead of inventing an answer&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The idea is to make accountability &lt;strong&gt;traceable, evidence-based, and understandable&lt;/strong&gt;.&lt;/p&gt;

&lt;h2&gt;
  
  
  Demo
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Live application:&lt;/strong&gt; &lt;a href="https://ai.studio/apps/f7ed5f8c-1c10-4ffd-bd27-07bd9416ec00" rel="noopener noreferrer"&gt;https://ai.studio/apps/f7ed5f8c-1c10-4ffd-bd27-07bd9416ec00&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The demo shows how a user can explore commitments, inspect evidence, follow claims and verification records, and interact with the AI accountability agent.&lt;/p&gt;

&lt;h2&gt;
  
  
  Code
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Repository:&lt;/strong&gt; [ADD REPOSITORY URL]&lt;/p&gt;

&lt;h2&gt;
  
  
  My Build Process
&lt;/h2&gt;

&lt;p&gt;I built Integrity-OS through an AI-first development workflow.&lt;/p&gt;

&lt;p&gt;I started with the idea rather than a complete technical specification:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Build an accountability system that can trace a commitment from the original promise through implementation, evidence, verification, and community feedback.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;The AI initially produced something closer to a conventional dashboard. I pushed the design further toward the core idea: &lt;strong&gt;accountability should be an evidence trail, not just a dashboard.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;I then introduced a structured model:&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;
text
Organization
     ↓
Commitment
     ↓
Action
     ↓
Claim
     ↓
Evidence
     ↓
Verification
     ↓
Community Feedback
     ↓
Conflict
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

</description>
      <category>devchallenge</category>
      <category>sanitychallenge</category>
      <category>sanity</category>
      <category>ai</category>
    </item>
    <item>
      <title>Integrity-OS: Promise --&gt; Proof</title>
      <dc:creator>Jedser Bairu (JD)</dc:creator>
      <pubDate>Sat, 19 Sep 2026 00:19:48 +0000</pubDate>
      <link>https://dev.to/jedser/integrity-os-promise-proof-270a</link>
      <guid>https://dev.to/jedser/integrity-os-promise-proof-270a</guid>
      <description>&lt;h1&gt;
  
  
  Integrity-OS: Promise → Proof
&lt;/h1&gt;

&lt;p&gt;&lt;em&gt;This is a submission for the &lt;a href="https://dev.to/challenges/sanity-2026-09-16"&gt;Sanity Challenge, Path Two: Vibe-Code Something Strange&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  What I Built
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Integrity-OS&lt;/strong&gt; is an AI-native accountability system built around a simple question:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;What was promised—and what does the evidence actually show?&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;It turns accountability into a structured chain:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Promise → Action → Claim → Evidence → Verification → Community Feedback → Conflict&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Instead of giving a generic AI-generated answer, Integrity-OS helps users trace a commitment through its supporting evidence and identify what is reported, verified, disputed, or still unresolved.&lt;/p&gt;

&lt;p&gt;For example:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;500&lt;/strong&gt; students promised&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;350&lt;/strong&gt; reported as reached&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;312&lt;/strong&gt; supported by verification evidence&lt;/li&gt;
&lt;li&gt;Community feedback identifies remaining gaps&lt;/li&gt;
&lt;li&gt;The system preserves the discrepancy instead of inventing an answer&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The idea is to make accountability &lt;strong&gt;traceable, evidence-based, and understandable&lt;/strong&gt;.&lt;/p&gt;

&lt;h2&gt;
  
  
  Demo
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Live application:&lt;/strong&gt; &lt;a href="https://ai.studio/apps/f7ed5f8c-1c10-4ffd-bd27-07bd9416ec00" rel="noopener noreferrer"&gt;https://ai.studio/apps/f7ed5f8c-1c10-4ffd-bd27-07bd9416ec00&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The demo shows how a user can explore commitments, inspect evidence, follow claims and verification records, and interact with the AI accountability agent.&lt;/p&gt;

&lt;h2&gt;
  
  
  Code
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Repository:&lt;/strong&gt; [ADD REPOSITORY URL]&lt;/p&gt;

&lt;h2&gt;
  
  
  My Build Process
&lt;/h2&gt;

&lt;p&gt;I built Integrity-OS through an AI-first development workflow.&lt;/p&gt;

&lt;p&gt;I started with the idea rather than a complete technical specification:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Build an accountability system that can trace a commitment from the original promise through implementation, evidence, verification, and community feedback.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;The AI initially produced something closer to a conventional dashboard. I pushed the design further toward the core idea: &lt;strong&gt;accountability should be an evidence trail, not just a dashboard.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;I then introduced a structured model:&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;
text
Organization
     ↓
Commitment
     ↓
Action
     ↓
Claim
     ↓
Evidence
     ↓
Verification
     ↓
Community Feedback
     ↓
Conflict
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

</description>
      <category>devchallenge</category>
      <category>sanitychallenge</category>
      <category>sanity</category>
      <category>ai</category>
    </item>
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