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Author: Coding-Meet

ai-agents/index.html

@@ -1051,7 +1051,7 @@ <h3 id="example-1-exploring-unfamiliar-libraries-dsls">Example 1: Exploring Unfa
 <li>Executes <code>library-insight scan androidx.compose.foundation:foundation-layout:1.12.0</code></li>
 <li>Executes <code>library-insight search Grid</code></li>
 <li>Executes <code>library-insight explain Grid --deep</code> to inspect top-level <code>GridKt</code>, receiver scopes (<code>GridScope</code>, <code>GridConfigurationScope</code>), and KDocs in 1 turn.</li>
-<li>Generates 100% accurate, hallucination-free Kotlin Compose code matching the exact bytecode API signatures without needing web searches.</li>
+<li>Generates artifact-grounded, version-matched Kotlin Compose code matching the exact bytecode API signatures without needing web searches.</li>
 </ol>
 <hr />
 <h3 id="example-2-scanning-bill-of-materials-bom">Example 2: Scanning Bill of Materials (BOM)<a class="headerlink" href="#example-2-scanning-bill-of-materials-bom" title="Link to this section">&para;</a></h3>
@@ -1103,7 +1103,7 @@ <h3 id="example-5-version-catalog-auto-discovery-zero-knowledge-scanning">Exampl
    <div class="language-bash highlight"><pre><span></span><code><span id="__span-3-1"><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a>library-insight<span class="w"> </span>scan<span class="w"> </span>androidx.compose:compose-bom:2024.09.00<span class="w"> </span>-i<span class="w"> </span><span class="s2">&quot;foundation*&quot;</span><span class="w"> </span>-p<span class="w"> </span>android
 </span></code></pre></div></li>
 <li><strong>Mandatory Symbol Search &amp; Explanation</strong>: The agent FIRST executes <code>library-insight search Grid</code> to discover all matching symbols across indexed packages, followed by <code>library-insight explain Grid --deep</code> to verify <code>GridScope</code>, <code>GridConfigurationScope</code>, and parameter signatures for that specific version.</li>
-<li><strong>Writes Project File</strong>: Automatically creates <code>app/src/main/java/com/example/app/ComplexGridLayout.kt</code> with 100% version-matched, working Kotlin code tailored to the developer's project configuration!</li>
+<li><strong>Writes Project File</strong>: Automatically creates <code>app/src/main/java/com/example/app/ComplexGridLayout.kt</code> with artifact-grounded, version-matched Kotlin code tailored to the developer's project configuration!</li>
 </ol>
 
 

getting-started/index.html

@@ -1075,7 +1075,7 @@ <h3 id="step-2-explore-inspect-signatures-search-explain">Step 2: Explore &amp;
 <hr />
 <h3 id="step-3-connect-to-ai-coding-assistants-ai-export-mcp">Step 3: Connect to AI Coding Assistants (<code>ai-export</code> / <code>mcp</code>)<a class="headerlink" href="#step-3-connect-to-ai-coding-assistants-ai-export-mcp" title="Link to this section">&para;</a></h3>
 <blockquote>
-<p><strong>Why this step?</strong> Feed version-accurate API knowledge to Cursor, Claude, Gemini, or Copilot so they generate 100% correct code without hallucinating.</p>
+<p><strong>Why this step?</strong> Feed version-accurate API knowledge to Cursor, Claude, Gemini, or Copilot so they generate artifact-grounded code matching installed dependency signatures.</p>
 </blockquote>
 <ol>
 <li><strong>Export Token-Optimized Markdown Files:</strong></li>

index.html

@@ -945,7 +945,7 @@ <h3 id="api-explorer-mcp-server-for-java-kotlin-kmp">API Explorer &amp; MCP Serv
 <li>Executes <code>library-insight scan androidx.compose.foundation:foundation-layout:1.12.0</code></li>
 <li>Executes <code>library-insight search Grid</code></li>
 <li>Executes <code>library-insight explain Grid --deep</code> to inspect parameters, receiver scopes (<code>GridScope</code>), and embedded KDocs in 1 turn.</li>
-<li>Generates <strong>100% accurate, version-correct Kotlin code</strong> grounded directly in the artifact bytecode—without hallucinating deprecated signatures or relying on outdated web snippets!</li>
+<li>Generates <strong>artifact-grounded, version-matched Kotlin code</strong> verified directly against the artifact bytecode—without hallucinating missing signatures or relying on outdated web snippets!</li>
 </ol>
 </blockquote>
 <hr />

releases/index.html

@@ -1448,7 +1448,7 @@ <h1 id="release-notes">Release Notes<a class="headerlink" href="#release-notes"
 <p>All releases for <strong>Library Insight</strong> are documented below.</p>
 <hr />
 <h2 id="v150">v1.5.0<a class="headerlink" href="#v150" title="Link to this section">&para;</a></h2>
-<p><em>Released on September 10, 2026</em></p>
+<p><em>Released on September 11, 2026</em></p>
 <p>This major feature release introduces <strong>BOM (Bill of Materials) Auto-Resolution</strong>, <strong>Target Platform Filtering (<code>--platform</code>)</strong>, <strong>Deep Recursive DSL &amp; Scope Resolution</strong>, <strong>Smart Symbol Facade &amp; Typo Lookup</strong>, and native <strong><code>li</code> short CLI command alias</strong> support across all platforms.</p>
 <h3 id="major-feature-highlights">Major Feature Highlights<a class="headerlink" href="#major-feature-highlights" title="Link to this section">&para;</a></h3>
 <ul>