diff --git a/01 Projects/ai-cost-tracker/Ai Cost Tracker.md b/01 Projects/ai-cost-tracker/Ai Cost Tracker.md
index 39657fe..f0353cc 100644
--- a/01 Projects/ai-cost-tracker/Ai Cost Tracker.md	
+++ b/01 Projects/ai-cost-tracker/Ai Cost Tracker.md	
@@ -23,6 +23,26 @@ created: 2026-04-27
 - **Local path:** `/Volumes/SSD/Projects/Oliver/ai-cost-tracker`
 
 ## Sessions
+### 2026-04-27 – Generate a production-ready dashboard UI for
+**Asked:** Generate a production-ready dashboard UI for an AI cost tracking admin panel using the naksha-studio plugin.
+**Done:** Created responsive dashboard HTML/CSS with KPI cards, animated counters, cost timeseries chart, top models/users bar charts, and dark mode support.
+
+### 2026-04-27 – Asked for a complete frontend redesign
+**Asked:** Asked for a complete frontend redesign of Oliver AI Cost Tracker using the naksha-studio dashboard layout plugin with KPI cards, charts, and data tables.
+**Done:** Generated a production-ready dashboard HTML/CSS with sidebar navigation, KPI row, charts, filters, and dark mode support.
+
+### 2026-04-27 – How to redesign Oliver AI Cost
+**Asked:** How to redesign Oliver AI Cost Tracker frontend with a professional dashboard using the naksha-studio plugin.
+**Done:** Identified two required fixes in cost_tracker.py—update record endpoint path and add upsert_user call on login.
+
+### 2026-04-27 – How should the Oliver AI Cost
+**Asked:** How should the Oliver AI Cost Tracker frontend be redesigned using the naksha-studio dashboard plugin?
+**Done:** Generated a production-ready dashboard layout with KPI cards, animated counters, charts, and responsive dark mode support, though only indentation changes were applied initially.
+
+### 2026-04-27 – Can you redesign the Oliver AI
+**Asked:** Can you redesign the Oliver AI Cost Tracker frontend with a dashboard layout and add user population functionality?
+**Done:** Generated production-ready dashboard HTML/CSS with KPI cards, charts, and tables; added `upsert_user` function and fixed smoke test curl path.
+
 ### 2026-04-27 – How to redesign the Oliver AI
 **Asked:** How to redesign the Oliver AI Cost Tracker frontend using the naksha-studio dashboard layout plugin.
 **Done:** Identified that only indentation changes occurred and discovered a preflight endpoint bug (GET instead of POST returning 405 error).
@@ -87,6 +107,11 @@ created: 2026-04-27
 ## Change Log
 | Date | Requested | Changed | Files |
 |------|-----------|---------|-------|
+| 2026-04-27 | Dashboard UI redesign | KPI cards, animated counters, cost timeseries chart, top models chart, top users chart, responsive layout, dark mode | Dashboard.html, Dashboard.css |
+| 2026-04-27 | Frontend redesign | Dashboard layout with KPI cards, charts, sidebar, filters, dark mode | dashboard.html, dashboard.css |
+| 2026-04-27 | Dashboard redesign | Endpoint path `/record` → `/usage/record`, add upsert_user on login | cost_tracker.py |
+| 2026-04-27 | Dashboard layout | KPI cards with animated counters, cost timeseries chart, top models/users bar charts, sidebar navigation, filter bar | cost_tracker.py, dashboard HTML/CSS |
+| 2026-04-27 | Dashboard redesign | KPI cards with animated counters, cost timeseries chart, top models/users bar charts, sidebar navigation, upsert_user function, smoke test curl fix | dashboard.html, dashboard.css, backend.ts |
 | 2026-04-27 | Dashboard redesign | Indentation fixes, preflight endpoint POST correction | API endpoint configuration |
 | 2026-04-27 | Dashboard redesign | Sidebar navigation, KPI cards, chart areas, filter bar, dark mode support | Frontend layout files |
 | 2026-04-27 | Dashboard redesign | KPI cards, animated counters, cost timeseries chart, top models/users charts, dark mode support | Dashboard.tsx, styles.css |
diff --git a/99 Daily/2026-04-27.md b/99 Daily/2026-04-27.md
index ea7954e..d96e1b6 100644
--- a/99 Daily/2026-04-27.md	
+++ b/99 Daily/2026-04-27.md	
@@ -95,3 +95,18 @@ tags: [daily]
 - 14:07 | `video-accessibility`
   - **Asked:** Connect video-accessibility service to centralized AI Cost Tracker via HTTP with environment variables and API key configuration.
   - **Done:** Identified and fixed Downloads.tsx hook firing requests for non-completed job statuses causing 400 errors; now conditionally passes status to skip queries for incomplete jobs.
+- 14:10 (<1min) | `ai-cost-tracker`
+  - **Asked:** Can you redesign the Oliver AI Cost Tracker frontend with a dashboard layout and add user population functionality?
+  - **Done:** Generated production-ready dashboard HTML/CSS with KPI cards, charts, and tables; added `upsert_user` function and fixed smoke test curl path.
+- 14:10 | `ai-cost-tracker`
+  - **Asked:** How should the Oliver AI Cost Tracker frontend be redesigned using the naksha-studio dashboard plugin?
+  - **Done:** Generated a production-ready dashboard layout with KPI cards, animated counters, charts, and responsive dark mode support, though only indentation changes were applied initially.
+- 14:10 | `ai-cost-tracker`
+  - **Asked:** How to redesign Oliver AI Cost Tracker frontend with a professional dashboard using the naksha-studio plugin.
+  - **Done:** Identified two required fixes in cost_tracker.py—update record endpoint path and add upsert_user call on login.
+- 14:11 | `ai-cost-tracker`
+  - **Asked:** Asked for a complete frontend redesign of Oliver AI Cost Tracker using the naksha-studio dashboard layout plugin with KPI cards, charts, and data tables.
+  - **Done:** Generated a production-ready dashboard HTML/CSS with sidebar navigation, KPI row, charts, filters, and dark mode support.
+- 14:11 | `ai-cost-tracker`
+  - **Asked:** Generate a production-ready dashboard UI for an AI cost tracking admin panel using the naksha-studio plugin.
+  - **Done:** Created responsive dashboard HTML/CSS with KPI cards, animated counters, cost timeseries chart, top models/users bar charts, and dark mode support.