diff --git a/.Jules/palette.md b/.Jules/palette.md
new file mode 100644
index 00000000..d43e2bf3
--- /dev/null
+++ b/.Jules/palette.md
@@ -0,0 +1,3 @@
+## 2024-05-24 - Add aria-pressed to visual toggle buttons
+**Learning:** Elements functioning as standalone toggle buttons (such as the filter pills in `src/components/dashboard/filter-pills.tsx`) must use the `aria-pressed` attribute to indicate their toggled state to screen readers.
+**Action:** Always add `aria-pressed={isActive}` when creating buttons that function as state toggles, ensuring their active/inactive state is exposed correctly to assistive technologies.
diff --git a/FEATURES_GUIDE.md b/FEATURES_GUIDE.md
index abfbab07..b65c196a 100644
--- a/FEATURES_GUIDE.md
+++ b/FEATURES_GUIDE.md
@@ -469,7 +469,7 @@ import { useUserPreferences, useAutoRefresh } from '@/hooks/useUserPreferences'
 
 function Dashboard() {
   const { preferences, updatePreferences } = useUserPreferences()
-  
+
   // Auto-refresh based on user preference
   useAutoRefresh(() => refreshData())
 
@@ -615,4 +615,3 @@ interface ThemeToggleProps {
 ---
 
 **Built with ❤️ for FluxLens AI v1.0.2**
-
diff --git a/src/components/dashboard/filter-pills.tsx b/src/components/dashboard/filter-pills.tsx
index d09effbe..f0515108 100644
--- a/src/components/dashboard/filter-pills.tsx
+++ b/src/components/dashboard/filter-pills.tsx
@@ -34,6 +34,7 @@ export function FilterPills({ options, selected, onToggle, onClear, className }:
           <motion.button
             key={option.id}
             onClick={() => onToggle(option.id)}
+            aria-pressed={isSelected}
             transition={{ duration: 0.15 }}
             className={cn(
               'inline-flex items-center gap-2 rounded-full px-3 py-1.5 text-xs font-medium transition-all',
diff --git a/src/components/empty/loading-section.tsx b/src/components/empty/loading-section.tsx
index 0c5b835a..d2c60a80 100644
--- a/src/components/empty/loading-section.tsx
+++ b/src/components/empty/loading-section.tsx
@@ -48,4 +48,3 @@ export function LoadingSection() {
     </Surface>
   )
 }
-
diff --git a/src/components/overlay/modal.tsx b/src/components/overlay/modal.tsx
index b5d9e895..5f67b0e4 100644
--- a/src/components/overlay/modal.tsx
+++ b/src/components/overlay/modal.tsx
@@ -68,4 +68,3 @@ export function Modal({
     </AnimatePresence>
   )
 }
-
diff --git a/src/lib/integrations/adapters/resend.ts b/src/lib/integrations/adapters/resend.ts
index 76200bf3..5ca7fab5 100644
--- a/src/lib/integrations/adapters/resend.ts
+++ b/src/lib/integrations/adapters/resend.ts
@@ -39,7 +39,7 @@ export const resendAdapter: WebhookAdapter = {
             return match[1]
         }
 
-        // 2. Fallback: If sent to "fluxlensai@gmail.com" or generic "inbound@", 
+        // 2. Fallback: If sent to "fluxlensai@gmail.com" or generic "inbound@",
         // we assign it to the default/demo org or a specific Admin Org.
         if (process.env.NEXT_PUBLIC_DEFAULT_ORG_ID) {
             return process.env.NEXT_PUBLIC_DEFAULT_ORG_ID
diff --git a/src/lib/reports/pdfGenerator.ts b/src/lib/reports/pdfGenerator.ts
index 486c818b..77701ef9 100644
--- a/src/lib/reports/pdfGenerator.ts
+++ b/src/lib/reports/pdfGenerator.ts
@@ -1,6 +1,6 @@
 /**
  * Enhanced PDF Report Generator for FluxLens v1.0.2
- * 
+ *
  * Generates professional PDF reports with:
  * - Executive summary with key metrics
  * - Department health breakdown with visual indicators