diff --git a/site b/site
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diff --git a/source/pages/bookkeeping.html b/source/pages/bookkeeping.html
index 718dadc..910791b 100644
--- a/source/pages/bookkeeping.html
+++ b/source/pages/bookkeeping.html
@@ -84,9 +84,28 @@
               I can assume all actions is myself as i self host on my local network.
             </p>
             </div>
+        
         <br>
         <div style=" display: flex;">
+          <img style="width: 25rem; padding: 10px;" src="/static/images/image.png">
           <p class="exp-body">
+             This is first look at the testing of the web ui of the bookkeeping software.
+
+             The alerts represent the current failure to comply with the law, is no attachments have been filed to these evenets.
+
+             <br>
+            The Blue highlighted event of synthitc nature, as it is created by the system as the resulting section of the book have yet to be moved to balance as a result.
+
+            <br>
+            <br>
+
+            Most of these posted done via the command line (cli) tool as this will give 100% control of the events and the underlying entries
+
+            <br>
+
+            Depreciation and amortization will soon be automatic as "notes" will soon contain the data such as lifespan of assets and other human insight infomation, like the accoutning method in use.
+            
+
          </p>
         </div>
         
@@ -96,14 +115,46 @@
         <div class="section-head">
           <h2>Installation Guide</h2>
         </div>
-          <div class="exp-card">
+          <div class="exp-card link" onclick="window.open('https://git.samantha42.xyz/samantha/accounting/releases', '_blank')">
             <div class="exp-header">
-              <span class="exp-title">Independent Equity Research</span>
-              <span class="exp-tag">finance</span>
+              <span class="exp-title">Selfhosting for free</span>
+              <div>
+              <span class="exp-tag">linux</span>
+              <span class="exp-tag red">BETA</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>
+            <p class="exp-body">Command: ./klacq_acc_linux_xx.xx --port=8081</p>
+            <br>
+
+            <p class="exp-body">Password enable by setting ".env" file with PASSWORD_HASH="secret" secret is bcrypt</p>
+            <br>
+            <p class="exp-body">                    Free to run on your own machine or server. No account needed.
+</p>
+            
+            <div style="font-family: 'DM Mono', monospace; font-size: 11px; color: var(--muted); letter-spacing: 0.05em; margin-bottom: 8px;">
+            DATA LOCATIONS <span style="opacity:0.7;">(relative to program directory)</span>
+        </div>
+        <table class="info-table" style="width:100%;">
+            <tbody>
+                <tr>
+                    <td style="font-family:'DM Mono', monospace; font-size:12px; width: 40%;">/data/app.db</td>
+                    <td style="font-family:'DM Sans', sans-serif; font-size:12px; color: var(--muted);">Main database</td>
+                </tr>
+                <tr>
+                    <td style="font-family:'DM Mono', monospace; font-size:12px;">/data/attachments</td>
+                    <td style="font-family:'DM Sans', sans-serif; font-size:12px; color: var(--muted);">Receipts &amp; documents</td>
+                </tr>
+                <tr>
+                    <td style="font-family:'DM Mono', monospace; font-size:12px;">/data/reports</td>
+                    <td style="font-family:'DM Sans', sans-serif; font-size:12px; color: var(--muted);">Generated reports</td>
+                </tr>
+
+                <tr>
+                    <td style="font-family:'DM Mono', monospace; font-size:12px;">/data/config.json</td>
+                    <td style="font-family:'DM Sans', sans-serif; font-size:12px; color: var(--muted);">company info</td>
+                </tr>
+            </tbody>
+        </table>
             </div>
       </section>
 {{end}}
\ No newline at end of file
diff --git a/source/pages/index.html b/source/pages/index.html
index 3f059e9..55df1cf 100644
--- a/source/pages/index.html
+++ b/source/pages/index.html
@@ -78,7 +78,7 @@
             </div>
             <p class="exp-body">Excel to In house Bookkeeping tooling and backups and safe sql databse for larger scale. made to better comply to lawmakers in KLACQ ApS(small self owned company) currently selling SaaS products. <a href="https:klacq.eu">klacq website</a> </p>
           </div>
-
+          <!--
           <div class="exp-card  link" onclick="window.location.href='/automation'">
             <div class="exp-header">
               <span class="exp-title">Technical Tools &amp; Automation</span>
@@ -87,7 +87,7 @@
             <p class="exp-body">Build lightweight backend tools to automate repetitive analytical and operational tasks.
               Python for data processing, validation, and workflow automation. Lightweight online services in Go,
               focusing on speed and reliability.</p>
-          </div>
+          </div>-->
         </div>
       </section>
       <section id="education">
@@ -136,7 +136,7 @@
               <span class="exp-title">Personal Free Time Interest</span>
               <span class="exp-tag">Personal</span>
             </div>
-            <p class="exp-body">Movies, computers, PC gaming and oard games</p>
+            <p class="exp-body">Movies, computers, PC gaming and board games</p>
             </div>
         </div>
       </section>
diff --git a/source/pages/research.html b/source/pages/research.html
index f4a22e8..ce40650 100644
--- a/source/pages/research.html
+++ b/source/pages/research.html
@@ -75,7 +75,7 @@
             <h2>Equity portfolio performance</h2>
           </div>
           <p class="hero-bio">
-            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.
+            year to date performance has its volatility/risk and statistical issues, meaning this have very little predictive power. hard to say if these numbers will continue year by year.
           </p>
           <br>
           <div class="exp-card">
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