diff --git a/site b/site
index 12c902b..a8b7106 100755
Binary files a/site and b/site differ
diff --git a/source/pages/bookkeeping.html b/source/pages/bookkeeping.html
index 208b1e1..718dadc 100644
--- a/source/pages/bookkeeping.html
+++ b/source/pages/bookkeeping.html
@@ -1,7 +1,109 @@
 {{define "nav"}}          
+<div>
+        <p class="sidebar-label">navigate</p>
+        <div class="sidebar-links">
+          <a href="#about">about</a>
+          <a href="#product">product</a>
+          <a href="#install">Installation</a>
+        </div>
+      </div>
 
+      <div>
+        <p class="sidebar-label">links</p>
+        <div class="sidebar-links">
+          <a href="https://git.samantha42.xyz/samantha/accounting/releases">git repo</a>
+        </div>
+      </div>
+    
+      <div>
+        <p class="sidebar-label">subjects</p>
+        <div class="skill-list">
+          <div class="skill-item">opinion</div>
+          <div class="skill-item">due diligence</div>
+          <div class="skill-item">performance</div>
+        </div>
+      </div>
 {{end}}
 
 {{define "body"}}
+<section class="hero" id="about">
+        <p class="hero-eyebrow">bookkeeping · 2026</p>
+        <h1>Administration<br><span>infrastructure</span>
+        </h1>
+        <p class="hero-bio">
+            buildout of internal tooling the hardship of this endiver and leason learn of programming for reliability and easy use. 
+        </p>
 
+      </section>
+
+
+<section id="paradigms">
+        <div class="section-head">
+          <h2>Record Keeping paradigm</h2>
+        </div>
+          <div class="exp-card">
+            <div class="exp-header">
+              <span class="exp-title">Emultable entries/data</span>
+            </div>
+            <p class="exp-body">
+                Book keeping and other record keeping tasks, benefit of not having a real deletation of data/infomation. Rather have a record of change.
+                <br>
+
+            </p>
+            </div>
+        <br>
+        <div style=" display: flex;">
+          <p class="exp-body">
+            
+            records i have logged as "events" that is the real dated action of the company, this could be a purchase of inventory or sale of finished product.
+            The underlying "entry" contain the credit or debit value posted into a "account" that is referenced to a book section like liquidity/cash or deprestion of assset and the liabilities the compnay may have.
+            
+            <br>
+            All this infomation is inserted into sqlite tables. The database is very cheap regarding storage.
+            <br>But the attachments to events i have compressed as these mostly pdf are significantly more expensive.
+            
+
+
+        </p>
+          <img style="width: 25rem; padding: 10px;" src="/static/images/sql.png">
+        </div>
+        
+      </section>
+
+<section id="product">
+        <div class="section-head">
+          <h2>Web based access</h2>
+        </div>
+          <div class="exp-card">
+            <div class="exp-header">
+              <span class="exp-title">minimal</span>
+            </div>
+            <p class="exp-body">
+              later versions will have more user account restricted access, in this beta version, web access is consider the same user. 
+              <br>
+              I can assume all actions is myself as i self host on my local network.
+            </p>
+            </div>
+        <br>
+        <div style=" display: flex;">
+          <p class="exp-body">
+         </p>
+        </div>
+        
+      </section>
+
+<section id="install">
+        <div class="section-head">
+          <h2>Installation Guide</h2>
+        </div>
+          <div class="exp-card">
+            <div class="exp-header">
+              <span class="exp-title">Independent Equity Research</span>
+              <span class="exp-tag">finance</span>
+            </div>
+            <p class="exp-body">Fundamental analysis using SEC filings (10-K, 10-Q) and earnings reports. Assess
+              profitability, liquidity, risk factors, and long-term business sustainability. Handle incomplete or
+              low-transparency information through structured cross-validation.</p>
+            </div>
+      </section>
 {{end}}
\ No newline at end of file
diff --git a/source/pages/index.html b/source/pages/index.html
index 4ac73e6..3f059e9 100644
--- a/source/pages/index.html
+++ b/source/pages/index.html
@@ -1,5 +1,5 @@
 {{define "nav"}}          
-<div>
+      <div>
         <p class="sidebar-label">navigate</p>
         <div class="sidebar-links">
           <a href="#about">about</a>
@@ -54,7 +54,7 @@
         <div class="hero-meta">
           <span>
           <span class="available">Available</span>
-          <span class="exp-tag">me@samantha42.xyz</span>
+          <span class="exp-tag">email: me@samantha42.xyz</span>
         </div>
       </section>
       <section id="experience">
diff --git a/source/pages/research.html b/source/pages/research.html
index 632e1d3..f4a22e8 100644
--- a/source/pages/research.html
+++ b/source/pages/research.html
@@ -11,26 +11,26 @@
 {{end}}
 
 {{define "body"}}
-<section id="research">
-          <div class="page-header">
-            <h2 class="page-title">Equity Research</h2>
-          </div>
-          
-          <div class="exp-card">
-          <div class="exp-header">
-            <span class="exp-title">Story vs Fundamental value</span>
-          </div>
-          <p class="exp-body">
+<section class="hero" id="about">
+        <p class="hero-eyebrow">Equity Research · 2026</p>
+        <h1 >Fundamental<br><span>value exploration</span>
+        </h1>
+        <p class="hero-bio">
             
             The truth I keep coming back to is simple: find value grounded in the fundamental numbers of a company.
             <br>
             My approach is rooted in fundamental analysis using SEC filings (10-K, 10-Q), earnings reports, profitability, liquidity, risk factors, and long-term business sustainability. In low-transparency situations I rely on structured cross-validation across sources.
             <br>
             A pattern I keep seeing is CEOs speaking just close enough to reality to generate a short-term price boost, then moving the goalposts when reality catches up. What companies state in filings and what they communicate to retail or even professional investors can be two very different stories. Guidance only needs to reach far enough into the future to say almost anything.
-          </p>
-          </div>
-          <br>
           
+        </p>
+
+      </section>
+
+<section id="research">
+
+        
+         
           <div class="section-head">
             <h2>Current stock analysis</h2>
           </div>
@@ -75,8 +75,9 @@
             <h2>Equity portfolio performance</h2>
           </div>
           <p class="hero-bio">
-            year to date performance has its risked and luck based issues. hard to say if these numbers will continue year by year.
+            year to date performance has its risk and statistical issues, have very little predictive power. hard to say if these numbers will continue year by year.
           </p>
+          <br>
           <div class="exp-card">
             <div class="exp-header">
             <span class="exp-title">Trades</span>
diff --git a/static/components/eq.html b/static/components/eq.html
index 65d140d..0f6a122 100644
--- a/static/components/eq.html
+++ b/static/components/eq.html
@@ -20,7 +20,7 @@
 <div class="eq-wrap">
   <p class="eq-title">Equity · Portfolio Performance</p>
   <div class="eq-header">
-    <div class="eq-ytd">+9.58% <span>YTD</span></div>
+    <div class="eq-ytd">+18.61% <span>YTD</span></div>
     <span style="font-size:11px; font-family:'IBM Plex Mono',monospace; color:var(--color-text-secondary);">2026</span>
   </div>
   <hr class="eq-divider">
@@ -35,38 +35,39 @@
   </div>
 
   <div style="position:relative; width:100%; height:220px;">
-    <canvas id="eqChart" role="img" aria-label="Line chart of cumulative and monthly equity returns. Cumulative YTD is plus 9.58%.">
-      Monthly: Jan +8.13%, Feb −8.84%, Mar +0.41%, Apr +6.59%, May +3.20%, Now +0.64%. Cumulative: Jan +8.13%, Feb −1.43%, Mar −1.02%, Apr +5.51%, May +8.89%, Now +9.58%.
-    </canvas>
-  </div>
+    <canvas id="eqChart" role="img" aria-label="Line chart of cumulative and monthly equity returns. Cumulative YTD is plus 18.61%.">
+      Monthly: Jan +7.75%, Feb −11.71%, Mar +0.91%, Apr +6.67%, May +3.13%, Jun −0.04%, Jul +2.66%, Now +9.45%. Cumulative: Jan +7.75%, Feb −4.87%, Mar −4.00%, Apr +2.40%, May +5.60%, Jun +5.56%, Jul +8.37%, Now +18.61%.
+</canvas>
+</div>
 
-  <div class="eq-stats">
-    <div class="eq-stat">
-      <div class="eq-stat-label">best month</div>
-      <div class="eq-stat-val pos">+8.13%</div>
-    </div>
-    <div class="eq-stat">
-      <div class="eq-stat-label">worst month</div>
-      <div class="eq-stat-val neg">−8.84%</div>
-    </div>
-    <div class="eq-stat">
-      <div class="eq-stat-label">cumulative YTD</div>
-      <div class="eq-stat-val pos">+9.58%</div>
-    </div>
-  </div>
+<div class="eq-stats">
+<div class="eq-stat">
+<div class="eq-stat-label">best month</div>
+<div class="eq-stat-val pos">+9.45%</div>
+</div>
+<div class="eq-stat">
+<div class="eq-stat-label">worst month</div>
+<div class="eq-stat-val neg">−11.71%</div>
+</div>
+<div class="eq-stat">
+<div class="eq-stat-label">cumulative YTD</div>
+<div class="eq-stat-val pos">+18.61%</div>
+</div>
+</div>
 
-  <p class="eq-note">// data through Jun 2026 · monthly returns & cumulative</p>
+<p class="eq-note">// data through 2026 YTD · monthly returns & cumulative</p>
 </div>
 
 <script>
 (function() {
-  const monthly = [8.13, -8.84, 0.41, 6.59, 3.20, 0.64];
-  const cumul   = [8.13, -1.43, -1.02, 5.51, 8.89, 9.58];
-  const labels  = ['jan','feb','mar','apr','may','now'];
+const monthly = [7.75, -11.71, 0.91, 6.67, 3.13, -0.04, 2.66, 9.45];
+const cumul   = [7.75, -4.87, -4.00, 2.40, 5.60, 5.56, 8.37, 18.61];
+const labels  = ['jan','feb','mar','apr','may','jun','jul','now'];
 
-  function initChart() {
-    const isDark = matchMedia('(prefers-color-scheme: dark)').matches;
-    const gridColor = isDark ? 'rgba(255,255,255,0.06)' : 'rgba(0,0,0,0.06)';
+function initChart() {
+const isDark = matchMedia('(prefers-color-scheme: dark)').matches;
+
+const gridColor = isDark ? 'rgba(255,255,255,0.06)' : 'rgba(0,0,0,0.06)';
     const textColor = isDark ? 'rgba(255,255,255,0.45)' : 'rgba(0,0,0,0.45)';
     const zeroColor = isDark ? 'rgba(255,255,255,0.2)' : 'rgba(0,0,0,0.15)';
 
diff --git a/static/images/sql.png b/static/images/sql.png
new file mode 100644
index 0000000..33a23af
Binary files /dev/null and b/static/images/sql.png differ