docs: use Dashboard screenshot on home pages

README.md

@@ -1,6 +1,6 @@
 # Multi-Language Serializer Benchmark
 
-[![Site](https://img.shields.io/badge/site-storefront-indigo?style=flat-square)](https://leo-gan.github.io/GLD.SerializerBenchmark/)
+[![Site](https://img.shields.io/badge/site-documentation-indigo?style=flat-square)](https://leo-gan.github.io/GLD.SerializerBenchmark/)
 [![Dashboard](https://img.shields.io/badge/dashboard%20%7C%20live-brightgreen?style=flat-square)](https://leo-gan.github.io/GLD.SerializerBenchmark/dashboard/)
 [![Serialization 101](https://img.shields.io/badge/Serialization%20101-8A2BE2?style=flat-square)](https://leo-gan.github.io/GLD.SerializerBenchmark/theory/101/)
 [![License: MIT](https://img.shields.io/badge/license-MIT-blue?style=flat-square)](LICENSE)
@@ -10,17 +10,17 @@ Compare 100+ serialization libraries across **nine languages**.
 
 | Start here | |
 |------------|--|
-| **Home** | [Project storefront](https://leo-gan.github.io/GLD.SerializerBenchmark/) (CTAs to Dashboard, Learn, Method) |
+| **Home** | [Documentation](https://leo-gan.github.io/GLD.SerializerBenchmark/) |
 | **Numbers** | [Live dashboard](https://leo-gan.github.io/GLD.SerializerBenchmark/dashboard/) · [Method overview](https://leo-gan.github.io/GLD.SerializerBenchmark/analysis/) |
 | **Learn** | [Serialization 101–401](https://leo-gan.github.io/GLD.SerializerBenchmark/theory/101/) — students through systems engineers |
 | **Method** | [How we measure](https://leo-gan.github.io/GLD.SerializerBenchmark/analysis/ANALYSIS_METHODOLOGY/) · [Metrics](https://leo-gan.github.io/GLD.SerializerBenchmark/analysis/METRICS/) |
 
 <p align="center">
-  <a href="https://leo-gan.github.io/GLD.SerializerBenchmark/python/results/">
-    <img src="docs/analysis/plots/violin/python_message@n=1.png" alt="Python serialize/deserialize latency distribution for message data type (1 instance)" width="780" />
+  <a href="https://leo-gan.github.io/GLD.SerializerBenchmark/dashboard/">
+    <img src="docs/assets/dashboard-overview.jpg" alt="Live Dashboard: language and data-type filters, speed vs size scatter, and throughput ranking" width="780" />
   </a>
   <br />
-  <sub>Example: Python latency distribution for the <code>message</code> data type (1 instance). Full tables and charts on each language <strong>Results</strong> page.</sub>
+  <sub>The live <strong>Dashboard</strong>: pick a language and data type, then read speed vs size and the ranking.</sub>
 </p>
 
 ---

docs/analysis/BENCHMARK_SUMMARY.md

@@ -10,7 +10,7 @@ Analysis documentation hub: [Method overview](index.md).
 
 ## Results by language
 
-Alphabetical, same link pattern as the **Languages** menu and storefront: language name → overview, **Results** → measured snapshot.
+Alphabetical, same link pattern as the **Languages** menu and documentation home: language name → overview, **Results** → measured snapshot.
 
 | Language |
 |----------|

docs/index.md

@@ -34,10 +34,11 @@ ideally one format family), not to crown a single global winner.
 
 ## Same data · same pipeline
 
-Example measurement output (Python, `message` data type, 1 instance). Full tables
-and charts live on each language **Results** page and in the **Dashboard**.
+The live **Dashboard** is the interactive view of the same measurements. Pick a
+language and a data type, then read speed vs size and the ranking. Per-language
+tables also live on each **Results** page.
 
-[![Python serialize/deserialize latency distribution for message (n=1)](analysis/plots/violin/python_message@n=1.png){ width="780" }](python/results/)
+[![Live Dashboard: language and data-type filters, speed vs size scatter, and throughput ranking](assets/dashboard-overview.jpg){ width="780" }](dashboard/)
 
 ---
 

docs_theme/partials/content.html

@@ -1,6 +1,6 @@
 {#-
   Override Material content partial:
-  honor page.meta.hide including "title" so the storefront has no in-page H1
+  honor page.meta.hide including "title" so the documentation home has no in-page H1
   (the site header already shows the product name).
 -#}
 {% if "material/tags" in config.plugins and tags %}

mkdocs.yml

@@ -39,7 +39,7 @@ theme:
 plugins:
   - redirects:
       redirect_maps:
-        # Site root is docs/index.md (storefront). Theory entry stays under Learn.
+        # Site root is docs/index.md (documentation home). Theory entry stays under Learn.
         'theory/index.md': 'theory/101/index.md'
         'theory/historical_perspective.md': 'theory/101/historical_perspective.md'
         'theory/data_science_perspective.md': 'theory/101/data_science_perspective.md'